Starting preprocessing of the model file ... WARNING: in the 'steady_state_model' block, variable 'rreal' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'x' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'xf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'u' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'labstar' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'ls' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'z' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'zf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'lam' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'lamf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'ewma' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'epinfma' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'zcapf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'rkf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'kf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'pkf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'cf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'invef' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'yf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'labf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'wf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'rrf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'mc' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'zcap' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'rk' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'k' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'pk' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'c' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'inve' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'yH' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'lab' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'pinf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'w' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'r' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'a' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'b' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'g' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'qs' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'ms' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'spinf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'sw' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'kpf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'kp' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'winfAWE' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'winf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'ygap' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'rstar' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'xi' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'xCF' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'xCH' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'pH' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'pF' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'xIF' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'xIH' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'pI' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'xHstar' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'rer' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'y_star' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'bstar' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'piS' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'zeta' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'zeta2' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'tb' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'm' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'pistar' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'xHstarf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'pinfh' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'auxi' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'auxi1' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'pHflex' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'pIflex' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'xCFf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'xCHf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'pFflex' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'xIFf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'xIHf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'rerflex' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'xif' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'bstarf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'mflex' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'tbf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'pFstar' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'spinfM' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'epinfMma' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'pinfF' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'mcF' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'pYflex' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'yHf' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'y' is not assigned a value WARNING: in the 'steady_state_model' block, variable 'pY' is not assigned a value Found 110 equation(s). Evaluating expressions...done Computing static model derivatives (order 1). Computing dynamic model derivatives (order 2). Processing outputs ... done Preprocessing completed. STEADY-STATE RESULTS: N 6.85405 URlog 10 dwIMS 0.649565 dwINE 0.816736 dy 0.816736 pinfobs 1.98055 robs 2.1675 dxHstar 0.816736 dy_star 0.816736 pistar_obs 1.51423 rreal 0 Rstar_obs 1.09224 piS_obs 0.459364 pFstar_obs 0 dg 0.816736 xi_obs 0.601511 dc 0.816736 dinve 0.816736 piHobs 1.98055 piF_obs 1.98055 x 0 xf 0 u 0 labstar 0 ls 0 z 0 zf 0 lam 0 lamf 0 ewma 0 epinfma 0 zcapf 0 rkf 0 kf 0 pkf 0 cf 0 invef 0 yf 0 labf 0 wf 0 rrf 0 mc 0 zcap 0 rk 0 k 0 pk 0 c 0 inve 0 yH 0 lab 0 pinf 0 w 0 r 0 a 0 b 0 g 0 qs 0 ms 0 spinf 0 sw 0 kpf 0 kp 0 winfAWE 0 winf 0 ygap 0 rstar 0 xi 0 xCF 0 xCH 0 pH 0 pF 0 xIF 0 xIH 0 pI 0 xHstar 0 rer 0 y_star 0 bstar 0 piS 0 zeta 0 zeta2 0 tb 0 m 0 pistar 0 xHstarf 0 pinfh 0 unat 10 auxi 0 auxi1 0 pHflex 0 pIflex 0 xCFf 0 xCHf 0 pFflex 0 xIFf 0 xIHf 0 rerflex 0 xif 0 bstarf 0 mflex 0 tbf 0 pFstar 0 spinfM 0 epinfMma 0 pinfF 0 mcF 0 pYflex 0 yHf 0 y 0 pY 0 EIGENVALUES: Modulus Real Imaginary 0 0 0 0 -0 0 0 0 0 0 0 0 5.886e-18 -5.886e-18 0 1.287e-17 -1.287e-17 0 2.175e-17 -2.175e-17 0 5.073e-17 5.073e-17 0 1.935e-16 1.935e-16 0 8.206e-16 -8.206e-16 0 7.337e-15 -7.337e-15 0 6.81e-10 -6.81e-10 0 6.81e-10 6.81e-10 0 0.1 0.1 0 0.1 0.1 0 0.3 0.3 0 0.3026 0.3026 0 0.4104 0.4104 0 0.4821 0.4821 0 0.4839 0.4337 0.2145 0.4839 0.4337 -0.2145 0.4965 0.4965 0 0.7 0.7 0 0.7628 0.7628 0 0.7985 0.7865 0.138 0.7985 0.7865 -0.138 0.8192 0.8192 0 0.8856 0.8797 0.1023 0.8856 0.8797 -0.1023 0.9 0.9 0 0.9 0.9 0 0.9016 0.9016 0 0.9022 0.9022 0 0.9183 0.9183 0 0.9784 0.9784 0 0.9793 0.9793 0 0.9801 0.9801 0 0.9976 0.9976 0 0.9976 0.9976 0 1.011 1.011 0 1.012 1.012 0 1.111 1.111 0 1.123 1.118 0.1092 1.123 1.118 -0.1092 1.239 1.231 0.1462 1.239 1.231 -0.1462 1.282 1.282 0 1.579 1.516 0.4423 1.579 1.516 -0.4423 4.84e+16 -4.84e+16 0 8.315e+16 -8.315e+16 0 6.399e+17 6.399e+17 0 There are 13 eigenvalue(s) larger than 1 in modulus for 13 forward-looking variable(s) The rank condition is verified. You did not declare endogenous variables after the estimation/calib_smoother command. Initial value of the log posterior (or likelihood): -2861.072 ----------------- f at the beginning of new iteration, 2861.0720332411 Predicted improvement: 20753.831731329 lambda = 1; f = 2864.6199204 lambda = 0.33333; f = 2861.4625580 lambda = 0.11111; f = 2861.1142081 lambda = 0.037037; f = 2861.0763253 lambda = 0.012346; f = 2861.0723903 lambda = 0.0041152; f = 2861.0720445 lambda = 0.0013717; f = 2794.4986195 lambda = 0.0026518; f = 2861.0720336 lambda = 0.0017856; f = 2768.2585938 lambda = 0.0022638; f = 2734.1716277 lambda = 0.0028701; f = 2861.0720343 lambda = 0.0024892; f = 2861.0720333 lambda = 0.0022854; f = 2733.1171810 lambda = 0.0024056; f = 2861.0720333 lambda = 0.0023327; f = 2731.7353129 lambda = 0.0023762; f = 2861.0720332 lambda = 0.00235; f = 2861.0720332 Norm of dx 2.0373 Cliff. Perturbing search direction. Predicted improvement: 35557.246389874 lambda = 1; f = 2871.2827233 lambda = 0.33333; f = 2862.2002970 lambda = 0.11111; f = 2861.1953216 lambda = 0.037037; f = 2861.0850521 lambda = 0.012346; f = 2861.0732647 lambda = 0.0041152; f = 2861.0721099 lambda = 0.0013717; f = 2731.6550543 lambda = 0.0026518; f = 2861.0720498 lambda = 0.0017856; f = 2861.0720349 lambda = 0.0014084; f = 2861.0720332 lambda = 0.0013826; f = 2861.0720332 Norm of dx 3.4951 Cliff again. Try traversing Predicted improvement: 52607.164050068 lambda = 1; f = 8159.6909232 lambda = 0.33333; f = 3415.1149026 lambda = 0.11111; f = 2912.6083996 lambda = 0.037037; f = 2864.3561486 lambda = 0.012346; f = 2861.0791414 lambda = 0.0041152; f = 2861.1082415 lambda = 0.0013717; f = 3725.6394884 lambda = 0.00045725; f = 3179.3063473 lambda = 0.00015242; f = 2948.0466319 lambda = 5.0805e-05; f = 2868.7436571 lambda = 1.6935e-05; f = 2855.0025167 lambda = 3.2739e-05; f = 2859.0233099 Norm of dx 324.37 ---- Improvement on iteration 1 = 129.416978984 back and forth on step length never finished ----------------- f at the beginning of new iteration, 2731.6550542572 Predicted improvement: 3784.686869868 lambda = 1; f = 2732.3148402 lambda = 0.33333; f = 2731.7283556 lambda = 0.11111; f = 2731.6631961 lambda = 0.037037; f = 2731.6559580 lambda = 0.012346; f = 2731.6551544 lambda = 0.0041152; f = 2731.6550653 lambda = 0.0013717; f = 2731.6550554 lambda = 0.00045725; f = 2731.6550544 lambda = 0.00015242; f = 2731.6550543 lambda = 5.0805e-05; f = 2731.6550543 lambda = 1.6935e-05; f = 2731.5528107 Norm of dx 0.87002 ---- Improvement on iteration 2 = 0.102243587 ----------------- f at the beginning of new iteration, 2731.5528106705 Predicted improvement: 1515.383406824 lambda = 1; f = 2731.7599447 lambda = 0.33333; f = 2731.5758237 lambda = 0.11111; f = 2731.5553671 lambda = 0.037037; f = 2731.5530945 lambda = 0.012346; f = 2731.5528421 lambda = 0.0041152; f = 2731.5528141 lambda = 0.0013717; f = 2731.5528110 lambda = 0.00045725; f = 2731.5528107 lambda = 0.00015242; f = 2731.5528107 lambda = 5.0805e-05; f = 2731.5528107 lambda = 1.6935e-05; f = 2731.5109396 lambda = 3.2739e-05; f = 2731.5528107 lambda = 2.2044e-05; f = 2731.5528107 lambda = 1.7388e-05; f = 2731.5100563 lambda = 2.0048e-05; f = 2731.5528107 lambda = 1.8407e-05; f = 2731.5081129 lambda = 1.9375e-05; f = 2731.5063257 lambda = 2.0394e-05; f = 2731.5528107 lambda = 1.9776e-05; f = 2731.5056017 lambda = 2.0144e-05; f = 2731.5528107 lambda = 1.9922e-05; f = 2731.5528107 Norm of dx 0.55052 Cliff. Perturbing search direction. Predicted improvement: 2501.188291023 lambda = 1; f = 2732.1924003 lambda = 0.33333; f = 2731.6238730 lambda = 0.11111; f = 2731.5607054 lambda = 0.037037; f = 2731.5536875 lambda = 0.012346; f = 2731.5529080 lambda = 0.0041152; f = 2731.5528214 lambda = 0.0013717; f = 2731.5528119 lambda = 0.00045725; f = 2731.5528108 lambda = 0.00015242; f = 2731.5528107 lambda = 5.0805e-05; f = 2731.5528107 lambda = 1.6935e-05; f = 2731.5528107 lambda = 5.645e-06; f = 2731.5280422 lambda = 1.0913e-05; f = 2731.5101962 lambda = 2.1097e-05; f = 2731.5528107 lambda = 1.4205e-05; f = 2731.5528107 lambda = 1.1204e-05; f = 2731.5093607 lambda = 1.2919e-05; f = 2731.5528107 lambda = 1.1861e-05; f = 2731.5528107 lambda = 1.1268e-05; f = 2731.5091794 lambda = 1.162e-05; f = 2731.5528107 lambda = 1.1408e-05; f = 2731.5528107 lambda = 1.1282e-05; f = 2731.5091402 Norm of dx 0.91649 Cliff again. Try traversing Predicted improvement: 2816333.867216978 lambda = 1; f = 611330.8959410 lambda = 0.33333; f = 69925.6380670 lambda = 0.11111; f = 10061.9181943 lambda = 0.037037; f = 3504.4717478 lambda = 0.012346; f = 2805.5811937 lambda = 0.0041152; f = 2737.0133634 lambda = 0.0013717; f = 2731.7323060 lambda = 0.00045725; f = 2731.5615336 lambda = 0.00015242; f = 2649.6296791 lambda = 5.0805e-05; f = 2720.1307687 lambda = 1.6935e-05; f = 2725.5958164 lambda = 5.645e-06; f = 2720.6258445 Norm of dx 2373.3 ---- Improvement on iteration 3 = 81.923131571 ----------------- f at the beginning of new iteration, 2649.6296790992 Predicted improvement: 12751.964945306 lambda = 1; f = 2655.6765625 lambda = 0.33333; f = 2650.0132990 lambda = 0.11111; f = 2649.6545331 lambda = 0.037037; f = 2649.6320717 lambda = 0.012346; f = 2649.6298396 lambda = 0.0041152; f = 2649.6296794 lambda = 0.0013717; f = 2612.3132385 lambda = 0.0026518; f = 2572.9499799 lambda = 0.0051265; f = 2649.6296834 lambda = 0.0034519; f = 2550.2463002 lambda = 0.0043764; f = 2649.6296800 lambda = 0.0037956; f = 2649.6296791 lambda = 0.0034848; f = 2549.7933746 lambda = 0.0036681; f = 2550.8737029 lambda = 0.003861; f = 2649.6296791 lambda = 0.003744; f = 2649.6296791 lambda = 0.0036307; f = 2549.8877499 lambda = 0.0036983; f = 2552.1745423 lambda = 0.0037671; f = 2649.6296791 lambda = 0.0037257; f = 2649.6296791 lambda = 0.0036846; f = 2551.5221648 Norm of dx 7.8435 Cliff. Perturbing search direction. Predicted improvement: 20843.081440320 lambda = 1; f = 2661.1733558 lambda = 0.33333; f = 2650.5731389 lambda = 0.11111; f = 2649.7069264 lambda = 0.037037; f = 2649.6376016 lambda = 0.012346; f = 2649.6303568 lambda = 0.0041152; f = 2649.6297045 lambda = 0.0013717; f = 2584.8988528 lambda = 0.0026518; f = 2649.6296808 lambda = 0.0017856; f = 2563.1221186 lambda = 0.0022638; f = 2649.6296792 lambda = 0.0019634; f = 2555.4995619 lambda = 0.0021385; f = 2557.9571211 lambda = 0.0023292; f = 2649.6296793 lambda = 0.0022128; f = 2649.6296791 lambda = 0.0021023; f = 2555.1335129 lambda = 0.0021679; f = 2649.6296791 lambda = 0.0021283; f = 2556.9159129 lambda = 0.002152; f = 2649.6296791 Norm of dx 8.2087 Cliff again. Try traversing Predicted improvement: 129942.158443180 lambda = 1; f = 26301.1766510 lambda = 0.33333; f = 5204.4882414 lambda = 0.11111; f = 2911.6871942 lambda = 0.037037; f = 2672.9605692 lambda = 0.012346; f = 2651.0975508 lambda = 0.0041152; f = 2649.6487690 lambda = 0.0013717; f = 2649.6354812 lambda = 0.00045725; f = 2629.1333142 lambda = 0.00015242; f = 2640.8158078 lambda = 5.0805e-05; f = 2646.5830430 lambda = 1.6935e-05; f = 2648.6084963 lambda = 5.645e-06; f = 2649.2889416 lambda = 1.8817e-06; f = 2649.5160729 lambda = 6.2723e-07; f = 2649.5918078 lambda = 2.0908e-07; f = 2649.6170551 lambda = 6.9692e-08; f = 2649.6254711 lambda = 2.3231e-08; f = 2649.6282764 lambda = 7.7435e-09; f = 2649.6292115 lambda = 2.5812e-09; f = 2649.6295232 Norm of dx 509.79 ---- Improvement on iteration 4 = 99.836304466 back and forth on step length never finished ----------------- f at the beginning of new iteration, 2549.7933746329 Predicted improvement: 12751.964945306 lambda = 1; f = 2555.8895332 lambda = 0.33333; f = 2550.1882997 lambda = 0.11111; f = 2549.8198678 lambda = 0.037037; f = 2549.7962938 lambda = 0.012346; f = 2549.7936909 lambda = 0.0041152; f = 2549.7934071 lambda = 0.0013717; f = 2549.7933774 lambda = 0.00045725; f = 2549.7933747 lambda = 0.00015242; f = 2550.0191370 lambda = 5.0805e-05; f = 2549.3578588 Norm of dx 7.8435 ---- Improvement on iteration 5 = 0.435515793 ----------------- f at the beginning of new iteration, 2549.3578588404 Predicted improvement: 540.964992164 lambda = 1; f = 2549.4513254 lambda = 0.33333; f = 2549.3654420 lambda = 0.11111; f = 2549.3586912 lambda = 0.037037; f = 2549.3579480 lambda = 0.012346; f = 2549.3578677 lambda = 0.0041152; f = 2549.3578595 lambda = 0.0013717; f = 2549.3578588 lambda = 0.00045725; f = 2549.5658921 lambda = 0.00015242; f = 2549.2613764 Norm of dx 1.5054 ---- Improvement on iteration 6 = 0.096482458 ----------------- f at the beginning of new iteration, 2549.2613763829 Predicted improvement: 190.775114730 lambda = 1; f = 2362.6773555 Norm of dx 0.26924 ---- Improvement on iteration 7 = 186.584020893 ----------------- f at the beginning of new iteration, 2362.6773554899 Predicted improvement: 67.653514080 lambda = 1; f = 2362.6863413 lambda = 0.33333; f = 2362.6775541 lambda = 0.11111; f = 2347.8806255 lambda = 0.2148; f = 2350.0197570 Norm of dx 0.15961 ---- Improvement on iteration 8 = 14.796729988 ----------------- f at the beginning of new iteration, 2347.8806255015 Predicted improvement: 66.118769644 lambda = 1; f = 2347.8875697 lambda = 0.33333; f = 2347.8809956 lambda = 0.11111; f = 2341.3315767 Norm of dx 0.14586 ---- Improvement on iteration 9 = 6.549048789 ----------------- f at the beginning of new iteration, 2341.3315767124 Predicted improvement: 27.202757766 lambda = 1; f = 2297.3354878 lambda = 1.9332; f = 2269.6030809 Norm of dx 0.083082 ---- Improvement on iteration 10 = 71.728495833 ----------------- f at the beginning of new iteration, 2269.6030808794 Predicted improvement: 72.899403361 lambda = 1; f = 2168.4835695 Norm of dx 0.35445 ---- Improvement on iteration 11 = 101.119511400 ----------------- f at the beginning of new iteration, 2168.4835694793 Predicted improvement: 71.638291727 lambda = 1; f = 2126.4958025 lambda = 0.33333; f = 2124.3268884 lambda = 0.64439; f = 2094.3902160 lambda = 1.2457; f = 2293.4608862 lambda = 0.8388; f = 2094.3370940 Norm of dx 0.32726 ---- Improvement on iteration 12 = 74.146475435 ----------------- f at the beginning of new iteration, 2094.3370940444 Predicted improvement: 79.672315073 lambda = 1; f = 2049.1180851 lambda = 0.33333; f = 2060.7074669 Norm of dx 0.1441 ---- Improvement on iteration 13 = 45.219008946 ----------------- f at the beginning of new iteration, 2049.1180850988 Predicted improvement: 17.680137439 lambda = 1; f = 2029.3830931 Norm of dx 0.11168 ---- Improvement on iteration 14 = 19.734991956 ----------------- f at the beginning of new iteration, 2029.3830931430 Predicted improvement: 4.152151257 lambda = 1; f = 2022.6086285 lambda = 1.9332; f = 2018.7520514 Norm of dx 0.030696 ---- Improvement on iteration 15 = 10.631041706 ----------------- f at the beginning of new iteration, 2018.7520514370 Predicted improvement: 9.133435651 lambda = 1; f = 2006.3791897 Norm of dx 0.12285 ---- Improvement on iteration 16 = 12.372861698 ----------------- f at the beginning of new iteration, 2006.3791897385 Predicted improvement: 9.256006158 lambda = 1; f = 1991.4840341 lambda = 1.9332; f = 1983.6588122 Norm of dx 0.13799 ---- Improvement on iteration 17 = 22.720377543 ----------------- f at the beginning of new iteration, 1983.6588121952 Predicted improvement: 11.083568174 lambda = 1; f = 1968.0173929 lambda = 1.9332; f = 1963.6528318 Norm of dx 0.16826 ---- Improvement on iteration 18 = 20.005980412 ----------------- f at the beginning of new iteration, 1963.6528317834 Predicted improvement: 2.978824123 lambda = 1; f = 1963.6529919 lambda = 0.33333; f = 1961.7553059 lambda = 0.64439; f = 1963.6528465 lambda = 0.4339; f = 1961.2166246 lambda = 0.55011; f = 1963.6528340 lambda = 0.4771; f = 1960.9898631 lambda = 0.51965; f = 1963.6528323 lambda = 0.49369; f = 1963.6528318 lambda = 0.47873; f = 1960.9813459 lambda = 0.48765; f = 1960.9349167 lambda = 0.49673; f = 1963.6528318 lambda = 0.49126; f = 1963.6528318 Norm of dx 0.050182 Cliff. Perturbing search direction. Predicted improvement: 4.827232150 lambda = 1; f = 1955.5181290 lambda = 1.9332; f = 1950.5893312 Norm of dx 0.056472 badg2 = 0 ---- Improvement on iteration 19 = 13.063500537 ----------------- f at the beginning of new iteration, 1950.5893312466 Predicted improvement: 6.739339909 lambda = 1; f = 1950.5912718 lambda = 0.33333; f = 1950.5895090 lambda = 0.11111; f = 1950.5893408 lambda = 0.037037; f = 1950.0945930 lambda = 0.071599; f = 1950.5893329 lambda = 0.048211; f = 1950.5893313 lambda = 0.038027; f = 1950.0814984 lambda = 0.043845; f = 1950.0046292 lambda = 0.050554; f = 1950.5893313 lambda = 0.046415; f = 1950.5893313 lambda = 0.044096; f = 1950.5893312 Norm of dx 0.17777 Cliff. Perturbing search direction. Predicted improvement: 9.382790818 lambda = 1; f = 1950.5900417 lambda = 0.33333; f = 1950.5893880 lambda = 0.11111; f = 1950.5893326 lambda = 0.037037; f = 1949.8977544 lambda = 0.071599; f = 1950.5893312 lambda = 0.048211; f = 1949.6904737 lambda = 0.061123; f = 1949.4517379 lambda = 0.077493; f = 1950.5893313 lambda = 0.067209; f = 1949.3395017 lambda = 0.073203; f = 1950.5893313 lambda = 0.069545; f = 1949.2964665 lambda = 0.071717; f = 1950.5893312 lambda = 0.070406; f = 1949.2806172 lambda = 0.07119; f = 1950.5893312 Norm of dx 0.20228 Cliff again. Try traversing Predicted improvement: 5612.012680540 lambda = 1; f = 11454.3985167 lambda = 0.33333; f = 2949.0695374 lambda = 0.11111; f = 2048.0224837 lambda = 0.037037; f = 1958.4551004 lambda = 0.012346; f = 1950.8365170 lambda = 0.0041152; f = 1910.0804769 lambda = 0.0079555; f = 1950.6013542 lambda = 0.0053568; f = 1906.2497845 lambda = 0.0067914; f = 1950.5895761 lambda = 0.0058901; f = 1910.9407019 Norm of dx 105.94 ---- Improvement on iteration 20 = 44.339546735 warning: possible inaccuracy in H matrix ----------------- f at the beginning of new iteration, 1906.2497845113 Predicted improvement: 8.089222806 lambda = 1; f = 1896.3077497 Norm of dx 0.081392 ---- Improvement on iteration 21 = 9.942034847 ----------------- f at the beginning of new iteration, 1896.3077496646 Predicted improvement: 10.325303717 lambda = 1; f = 1896.3219870 lambda = 0.33333; f = 1895.9554488 lambda = 0.11111; f = 1894.5107300 lambda = 0.2148; f = 1894.0609711 Norm of dx 0.24509 ---- Improvement on iteration 22 = 2.246778567 ----------------- f at the beginning of new iteration, 1894.0609710978 Predicted improvement: 5.132761593 lambda = 1; f = 1890.1805687 Norm of dx 0.089913 ---- Improvement on iteration 23 = 3.880402408 ----------------- f at the beginning of new iteration, 1890.1805686899 Predicted improvement: 1.027818833 lambda = 1; f = 1888.8552633 Norm of dx 0.029344 ---- Improvement on iteration 24 = 1.325305389 ----------------- f at the beginning of new iteration, 1888.8552633009 Predicted improvement: 0.670881810 lambda = 1; f = 1887.7614875 lambda = 1.9332; f = 1887.3184316 Norm of dx 0.025269 ---- Improvement on iteration 25 = 1.536831692 ----------------- f at the beginning of new iteration, 1887.3184316094 Predicted improvement: 0.677467707 lambda = 1; f = 1886.2362904 lambda = 1.9332; f = 1885.8158082 Norm of dx 0.022512 ---- Improvement on iteration 26 = 1.502623415 ----------------- f at the beginning of new iteration, 1885.8158081939 Predicted improvement: 1.138397797 lambda = 1; f = 1884.6863359 Norm of dx 0.031913 ---- Improvement on iteration 27 = 1.129472325 ----------------- f at the beginning of new iteration, 1884.6863358690 Predicted improvement: 0.729800161 lambda = 1; f = 1883.4134681 lambda = 1.9332; f = 1882.5773129 lambda = 3.7372; f = 1882.0097385 Norm of dx 0.03038 ---- Improvement on iteration 28 = 2.676597366 ----------------- f at the beginning of new iteration, 1882.0097385034 Predicted improvement: 1.522856989 lambda = 1; f = 1879.4683466 lambda = 1.9332; f = 1877.9548023 Norm of dx 0.052915 ---- Improvement on iteration 29 = 4.054936172 ----------------- f at the beginning of new iteration, 1877.9548023311 Predicted improvement: 2.103748862 lambda = 1; f = 1875.2413783 Norm of dx 0.14327 ---- Improvement on iteration 30 = 2.713424034 ----------------- f at the beginning of new iteration, 1875.2413782973 Predicted improvement: 0.948604792 lambda = 1; f = 1873.8542126 lambda = 1.9332; f = 1873.5974675 Norm of dx 0.062206 ---- Improvement on iteration 31 = 1.643910748 ----------------- f at the beginning of new iteration, 1873.5974675491 Predicted improvement: 0.923275754 lambda = 1; f = 1872.2340368 lambda = 1.9332; f = 1871.7565463 Norm of dx 0.036294 ---- Improvement on iteration 32 = 1.840921261 ----------------- f at the beginning of new iteration, 1871.7565462877 Predicted improvement: 1.365251309 lambda = 1; f = 1869.7385833 lambda = 1.9332; f = 1869.2293690 Norm of dx 0.062722 ---- Improvement on iteration 33 = 2.527177333 ----------------- f at the beginning of new iteration, 1869.2293689549 Predicted improvement: 1.355047533 lambda = 1; f = 1867.6226210 Norm of dx 0.076343 ---- Improvement on iteration 34 = 1.606747909 ----------------- f at the beginning of new iteration, 1867.6226210460 Predicted improvement: 3.927166412 lambda = 1; f = 1866.9723425 lambda = 0.33333; f = 1866.0235307 Norm of dx 0.095155 ---- Improvement on iteration 35 = 1.599090379 ----------------- f at the beginning of new iteration, 1866.0235306668 Predicted improvement: 1.266804409 lambda = 1; f = 1864.3430125 Norm of dx 0.063117 ---- Improvement on iteration 36 = 1.680518209 ----------------- f at the beginning of new iteration, 1864.3430124579 Predicted improvement: 0.860844710 lambda = 1; f = 1863.0022304 lambda = 1.9332; f = 1862.5388723 Norm of dx 0.047798 ---- Improvement on iteration 37 = 1.804140114 ----------------- f at the beginning of new iteration, 1862.5388723440 Predicted improvement: 1.141614371 lambda = 1; f = 1860.7515660 lambda = 1.9332; f = 1862.5388735 lambda = 1.3017; f = 1860.7180051 Norm of dx 0.068816 ---- Improvement on iteration 38 = 1.820867200 ----------------- f at the beginning of new iteration, 1860.7180051438 Predicted improvement: 12.318993195 lambda = 1; f = 1868.2919736 lambda = 0.33333; f = 1856.0280496 Norm of dx 0.5611 ---- Improvement on iteration 39 = 4.689955501 ----------------- f at the beginning of new iteration, 1856.0280496427 Predicted improvement: 3.257931217 lambda = 1; f = 1852.1754319 Norm of dx 0.22058 ---- Improvement on iteration 40 = 3.852617756 ----------------- f at the beginning of new iteration, 1852.1754318871 Predicted improvement: 1.586942859 lambda = 1; f = 1849.9689200 Norm of dx 0.055862 ---- Improvement on iteration 41 = 2.206511875 ----------------- f at the beginning of new iteration, 1849.9689200123 Predicted improvement: 2.249885034 lambda = 1; f = 1849.3170786 lambda = 0.33333; f = 1848.7251904 lambda = 0.64439; f = 1848.2232160 Norm of dx 0.12578 ---- Improvement on iteration 42 = 1.745704034 ----------------- f at the beginning of new iteration, 1848.2232159783 Predicted improvement: 1.853348944 lambda = 1; f = 1848.5992659 lambda = 0.33333; f = 1847.2845819 lambda = 0.64439; f = 1847.1219039 Norm of dx 0.11134 ---- Improvement on iteration 43 = 1.101312046 ----------------- f at the beginning of new iteration, 1847.1219039323 Predicted improvement: 0.834497510 lambda = 1; f = 1845.9581591 Norm of dx 0.033962 ---- Improvement on iteration 44 = 1.163744801 ----------------- f at the beginning of new iteration, 1845.9581591309 Predicted improvement: 1.407969436 lambda = 1; f = 1844.1447305 Norm of dx 0.066024 ---- Improvement on iteration 45 = 1.813428662 ----------------- f at the beginning of new iteration, 1844.1447304685 Predicted improvement: 1.046714674 lambda = 1; f = 1842.7099999 Norm of dx 0.069917 ---- Improvement on iteration 46 = 1.434730604 ----------------- f at the beginning of new iteration, 1842.7099998641 Predicted improvement: 1.368673691 lambda = 1; f = 1841.0055552 Norm of dx 0.073584 ---- Improvement on iteration 47 = 1.704444690 ----------------- f at the beginning of new iteration, 1841.0055551737 Predicted improvement: 1.162452814 lambda = 1; f = 1840.1455033 Norm of dx 0.13163 ---- Improvement on iteration 48 = 0.860051869 ----------------- f at the beginning of new iteration, 1840.1455033043 Predicted improvement: 1.016375164 lambda = 1; f = 1838.9299082 Norm of dx 0.064745 ---- Improvement on iteration 49 = 1.215595100 ----------------- f at the beginning of new iteration, 1838.9299082047 Predicted improvement: 0.778345134 lambda = 1; f = 1837.5691126 lambda = 1.9332; f = 1836.6391791 lambda = 3.7372; f = 1835.7072386 Norm of dx 0.026546 ---- Improvement on iteration 50 = 3.222669614 ----------------- f at the beginning of new iteration, 1835.7072385904 Predicted improvement: 1.778488996 lambda = 1; f = 1832.8495277 lambda = 1.9332; f = 1831.5304326 Norm of dx 0.13094 ---- Improvement on iteration 51 = 4.176805961 ----------------- f at the beginning of new iteration, 1831.5304326298 Predicted improvement: 1.676109666 lambda = 1; f = 1829.7505891 Norm of dx 0.16158 ---- Improvement on iteration 52 = 1.779843496 ----------------- f at the beginning of new iteration, 1829.7505891339 Predicted improvement: 1.145509948 lambda = 1; f = 1828.5065817 Norm of dx 0.059136 ---- Improvement on iteration 53 = 1.244007439 ----------------- f at the beginning of new iteration, 1828.5065816953 Predicted improvement: 0.569257078 lambda = 1; f = 1827.7737929 Norm of dx 0.039895 ---- Improvement on iteration 54 = 0.732788820 ----------------- f at the beginning of new iteration, 1827.7737928752 Predicted improvement: 0.433345452 lambda = 1; f = 1827.2023741 Norm of dx 0.040094 ---- Improvement on iteration 55 = 0.571418806 ----------------- f at the beginning of new iteration, 1827.2023740692 Predicted improvement: 0.503246572 lambda = 1; f = 1826.4475972 lambda = 1.9332; f = 1826.1665912 Norm of dx 0.042311 ---- Improvement on iteration 56 = 1.035782838 ----------------- f at the beginning of new iteration, 1826.1665912312 Predicted improvement: 0.737142516 lambda = 1; f = 1824.9203813 lambda = 1.9332; f = 1824.1868181 Norm of dx 0.065004 ---- Improvement on iteration 57 = 1.979773133 ----------------- f at the beginning of new iteration, 1824.1868180984 Predicted improvement: 1.323953744 lambda = 1; f = 1822.5422433 Norm of dx 0.10922 ---- Improvement on iteration 58 = 1.644574811 ----------------- f at the beginning of new iteration, 1822.5422432876 Predicted improvement: 0.384494629 lambda = 1; f = 1821.9683099 lambda = 1.9332; f = 1821.7808776 Norm of dx 0.043 ---- Improvement on iteration 59 = 0.761365647 ----------------- f at the beginning of new iteration, 1821.7808776407 Predicted improvement: 0.292303645 lambda = 1; f = 1821.2716731 lambda = 1.9332; f = 1820.9397093 lambda = 3.7372; f = 1820.7365321 Norm of dx 0.021801 ---- Improvement on iteration 60 = 1.044345496 ----------------- f at the beginning of new iteration, 1820.7365321446 Predicted improvement: 0.380553422 lambda = 1; f = 1820.1007133 lambda = 1.9332; f = 1819.7325449 Norm of dx 0.025934 ---- Improvement on iteration 61 = 1.003987283 ----------------- f at the beginning of new iteration, 1819.7325448612 Predicted improvement: 0.671762699 lambda = 1; f = 1818.7688559 lambda = 1.9332; f = 1818.5547137 Norm of dx 0.055036 ---- Improvement on iteration 62 = 1.177831122 ----------------- f at the beginning of new iteration, 1818.5547137395 Predicted improvement: 0.267872583 lambda = 1; f = 1818.2046874 Norm of dx 0.039697 ---- Improvement on iteration 63 = 0.350026356 ----------------- f at the beginning of new iteration, 1818.2046873838 Predicted improvement: 0.146449419 lambda = 1; f = 1818.0403092 Norm of dx 0.027818 ---- Improvement on iteration 64 = 0.164378136 ----------------- f at the beginning of new iteration, 1818.0403092479 Predicted improvement: 0.059935086 lambda = 1; f = 1817.9462069 lambda = 1.9332; f = 1817.9051342 Norm of dx 0.018284 ---- Improvement on iteration 65 = 0.135175075 ----------------- f at the beginning of new iteration, 1817.9051341727 Predicted improvement: 0.079298234 lambda = 1; f = 1817.7782983 lambda = 1.9332; f = 1817.7186386 Norm of dx 0.0090769 ---- Improvement on iteration 66 = 0.186495591 ----------------- f at the beginning of new iteration, 1817.7186385817 Predicted improvement: 0.078927544 lambda = 1; f = 1817.5916186 lambda = 1.9332; f = 1817.5293445 Norm of dx 0.011243 ---- Improvement on iteration 67 = 0.189294126 ----------------- f at the beginning of new iteration, 1817.5293444556 Predicted improvement: 0.077443231 lambda = 1; f = 1817.4049220 lambda = 1.9332; f = 1817.3448618 Norm of dx 0.014455 ---- Improvement on iteration 68 = 0.184482620 ----------------- f at the beginning of new iteration, 1817.3448618358 Predicted improvement: 0.062022128 lambda = 1; f = 1817.2595684 Norm of dx 0.015155 ---- Improvement on iteration 69 = 0.085293434 ----------------- f at the beginning of new iteration, 1817.2595684014 Predicted improvement: 0.025914881 lambda = 1; f = 1817.2248177 Norm of dx 0.0091264 ---- Improvement on iteration 70 = 0.034750682 ----------------- f at the beginning of new iteration, 1817.2248177190 Predicted improvement: 0.015386554 lambda = 1; f = 1817.1987375 lambda = 1.9332; f = 1817.1830094 lambda = 3.7372; f = 1817.1761562 Norm of dx 0.0059455 ---- Improvement on iteration 71 = 0.048661567 ----------------- f at the beginning of new iteration, 1817.1761561520 Predicted improvement: 0.032395132 lambda = 1; f = 1817.1148643 lambda = 1.9332; f = 1817.0638117 lambda = 3.7372; f = 1816.9819183 lambda = 7.2247; f = 1816.8863505 Norm of dx 0.0046719 ---- Improvement on iteration 72 = 0.289805633 ----------------- f at the beginning of new iteration, 1816.8863505195 Predicted improvement: 0.127817239 lambda = 1; f = 1816.7109846 Norm of dx 0.047603 ---- Improvement on iteration 73 = 0.175365969 ----------------- f at the beginning of new iteration, 1816.7109845508 Predicted improvement: 0.051657351 lambda = 1; f = 1816.6445546 Norm of dx 0.031222 ---- Improvement on iteration 74 = 0.066429928 ----------------- f at the beginning of new iteration, 1816.6445546226 Predicted improvement: 0.024763530 lambda = 1; f = 1816.6029254 lambda = 1.9332; f = 1816.5785627 Norm of dx 0.013975 ---- Improvement on iteration 75 = 0.065991952 ----------------- f at the beginning of new iteration, 1816.5785626702 Predicted improvement: 0.053770999 lambda = 1; f = 1816.4875000 lambda = 1.9332; f = 1816.4313321 lambda = 3.7372; f = 1816.3977745 Norm of dx 0.022162 ---- Improvement on iteration 76 = 0.180788194 ----------------- f at the beginning of new iteration, 1816.3977744762 Predicted improvement: 0.090572534 lambda = 1; f = 1816.2503645 lambda = 1.9332; f = 1816.1738852 Norm of dx 0.0079859 ---- Improvement on iteration 77 = 0.223889302 ----------------- f at the beginning of new iteration, 1816.1738851740 Predicted improvement: 0.038064365 lambda = 1; f = 1816.1284529 Norm of dx 0.022077 ---- Improvement on iteration 78 = 0.045432294 ----------------- f at the beginning of new iteration, 1816.1284528803 Predicted improvement: 0.010789276 lambda = 1; f = 1816.1098761 lambda = 1.9332; f = 1816.0978587 lambda = 3.7372; f = 1816.0888721 Norm of dx 0.010366 ---- Improvement on iteration 79 = 0.039580796 ----------------- f at the beginning of new iteration, 1816.0888720844 Predicted improvement: 0.022408111 lambda = 1; f = 1816.0462004 lambda = 1.9332; f = 1816.0103376 lambda = 3.7372; f = 1815.9517821 lambda = 7.2247; f = 1815.8785205 Norm of dx 0.0064173 ---- Improvement on iteration 80 = 0.210351538 ----------------- f at the beginning of new iteration, 1815.8785205461 Predicted improvement: 0.120958351 lambda = 1; f = 1815.6882702 lambda = 1.9332; f = 1815.6065481 Norm of dx 0.051272 ---- Improvement on iteration 81 = 0.271972407 ----------------- f at the beginning of new iteration, 1815.6065481389 Correct for low angle: 0.00392762 Predicted improvement: 0.068229045 lambda = 1; f = 1815.5428329 Norm of dx 0.031082 ---- Improvement on iteration 82 = 0.063715213 ----------------- f at the beginning of new iteration, 1815.5428329254 Correct for low angle: 0.00408956 Predicted improvement: 0.025993552 lambda = 1; f = 1815.5118977 Norm of dx 0.01241 ---- Improvement on iteration 83 = 0.030935187 ----------------- f at the beginning of new iteration, 1815.5118977388 Predicted improvement: 0.012575688 lambda = 1; f = 1815.4898072 lambda = 1.9332; f = 1815.4747859 lambda = 3.7372; f = 1815.4611038 Norm of dx 0.010422 ---- Improvement on iteration 84 = 0.050793973 ----------------- f at the beginning of new iteration, 1815.4611037663 Predicted improvement: 0.032039857 lambda = 1; f = 1815.4017642 lambda = 1.9332; f = 1815.3548981 lambda = 3.7372; f = 1815.2880234 lambda = 7.2247; f = 1815.2506138 Norm of dx 0.013392 ---- Improvement on iteration 85 = 0.210489945 ----------------- f at the beginning of new iteration, 1815.2506138216 Predicted improvement: 0.043670397 lambda = 1; f = 1815.2001196 Norm of dx 0.0077159 ---- Improvement on iteration 86 = 0.050494264 ----------------- f at the beginning of new iteration, 1815.2001195579 Predicted improvement: 0.013654994 lambda = 1; f = 1815.1784389 lambda = 1.9332; f = 1815.1687139 Norm of dx 0.0048862 ---- Improvement on iteration 87 = 0.031405671 ----------------- f at the beginning of new iteration, 1815.1687138873 Predicted improvement: 0.017103104 lambda = 1; f = 1815.1375334 lambda = 1.9332; f = 1815.1140644 lambda = 3.7372; f = 1815.0847233 Norm of dx 0.012517 ---- Improvement on iteration 88 = 0.083990571 ----------------- f at the beginning of new iteration, 1815.0847233162 Predicted improvement: 0.071419920 lambda = 1; f = 1814.9615180 lambda = 1.9332; f = 1814.8820422 lambda = 3.7372; f = 1814.8261770 Norm of dx 0.047566 ---- Improvement on iteration 89 = 0.258546288 ----------------- f at the beginning of new iteration, 1814.8261770284 Predicted improvement: 0.084552719 lambda = 1; f = 1814.7072998 lambda = 1.9332; f = 1814.6779416 Norm of dx 0.011621 ---- Improvement on iteration 90 = 0.148235402 ----------------- f at the beginning of new iteration, 1814.6779416265 Predicted improvement: 0.007304818 lambda = 1; f = 1814.6672838 lambda = 1.9332; f = 1814.6644846 Norm of dx 0.0067609 ---- Improvement on iteration 91 = 0.013457049 ----------------- f at the beginning of new iteration, 1814.6644845776 Predicted improvement: 0.005341887 lambda = 1; f = 1814.6544116 lambda = 1.9332; f = 1814.6461260 lambda = 3.7372; f = 1814.6331456 lambda = 7.2247; f = 1814.6193357 Norm of dx 0.0067143 ---- Improvement on iteration 92 = 0.045148905 ----------------- f at the beginning of new iteration, 1814.6193356724 Predicted improvement: 0.033656685 lambda = 1; f = 1814.5607077 lambda = 1.9332; f = 1814.5219770 lambda = 3.7372; f = 1814.4922370 Norm of dx 0.023338 ---- Improvement on iteration 93 = 0.127098666 ----------------- f at the beginning of new iteration, 1814.4922370061 Predicted improvement: 0.018204239 lambda = 1; f = 1814.4691524 Norm of dx 0.012062 ---- Improvement on iteration 94 = 0.023084613 ----------------- f at the beginning of new iteration, 1814.4691523933 Predicted improvement: 0.004519359 lambda = 1; f = 1814.4624826 lambda = 1.9332; f = 1814.4605167 Norm of dx 0.0072126 ---- Improvement on iteration 95 = 0.008635676 ----------------- f at the beginning of new iteration, 1814.4605167172 Predicted improvement: 0.003844805 lambda = 1; f = 1814.4529159 lambda = 1.9332; f = 1814.4459945 lambda = 3.7372; f = 1814.4330836 lambda = 7.2247; f = 1814.4098800 lambda = 13.967; f = 1814.3715919 lambda = 27; f = 1814.3221900 Norm of dx 0.0022941 ---- Improvement on iteration 96 = 0.138326689 ----------------- f at the beginning of new iteration, 1814.3221900278 Predicted improvement: 0.067743129 lambda = 1; f = 1814.2308179 Norm of dx 0.061109 ---- Improvement on iteration 97 = 0.091372129 ----------------- f at the beginning of new iteration, 1814.2308178984 Predicted improvement: 0.022917103 lambda = 1; f = 1814.2043667 Norm of dx 0.036271 ---- Improvement on iteration 98 = 0.026451150 ----------------- f at the beginning of new iteration, 1814.2043667480 Predicted improvement: 0.002581860 lambda = 1; f = 1814.2001805 lambda = 1.9332; f = 1814.1980027 Norm of dx 0.0054739 ---- Improvement on iteration 99 = 0.006364029 ----------------- f at the beginning of new iteration, 1814.1980027185 Predicted improvement: 0.004392266 lambda = 1; f = 1814.1900361 lambda = 1.9332; f = 1814.1840528 lambda = 3.7372; f = 1814.1764334 Norm of dx 0.0057203 ---- Improvement on iteration 100 = 0.021569355 ----------------- f at the beginning of new iteration, 1814.1764333636 Predicted improvement: 0.016252077 lambda = 1; f = 1814.1499883 lambda = 1.9332; f = 1814.1360651 Norm of dx 0.014664 ---- Improvement on iteration 101 = 0.040368302 ----------------- f at the beginning of new iteration, 1814.1360650617 Predicted improvement: 0.012544944 lambda = 1; f = 1814.1196244 Norm of dx 0.011613 ---- Improvement on iteration 102 = 0.016440708 ----------------- f at the beginning of new iteration, 1814.1196243536 Predicted improvement: 0.003837101 lambda = 1; f = 1814.1139864 lambda = 1.9332; f = 1814.1124555 Norm of dx 0.0050194 ---- Improvement on iteration 103 = 0.007168860 ----------------- f at the beginning of new iteration, 1814.1124554939 Predicted improvement: 0.003087716 lambda = 1; f = 1814.1063767 lambda = 1.9332; f = 1814.1008670 lambda = 3.7372; f = 1814.0906629 lambda = 7.2247; f = 1814.0726136 lambda = 13.967; f = 1814.0440360 lambda = 27; f = 1814.0127470 Norm of dx 0.0019635 ---- Improvement on iteration 104 = 0.099708541 ----------------- f at the beginning of new iteration, 1814.0127469532 Predicted improvement: 0.045168570 lambda = 1; f = 1813.9452069 lambda = 1.9332; f = 1813.9240438 Norm of dx 0.055532 ---- Improvement on iteration 105 = 0.088703137 ----------------- f at the beginning of new iteration, 1813.9240438161 Predicted improvement: 0.009770125 lambda = 1; f = 1813.9114078 Norm of dx 0.017148 ---- Improvement on iteration 106 = 0.012635986 ----------------- f at the beginning of new iteration, 1813.9114078301 Predicted improvement: 0.003299177 lambda = 1; f = 1813.9060607 lambda = 1.9332; f = 1813.9033506 Norm of dx 0.0062196 ---- Improvement on iteration 107 = 0.008057185 ----------------- f at the beginning of new iteration, 1813.9033506447 Predicted improvement: 0.005675501 lambda = 1; f = 1813.8927042 lambda = 1.9332; f = 1813.8840614 lambda = 3.7372; f = 1813.8708672 lambda = 7.2247; f = 1813.8583555 Norm of dx 0.0073773 ---- Improvement on iteration 108 = 0.044995165 ----------------- f at the beginning of new iteration, 1813.8583554792 Predicted improvement: 0.033586201 lambda = 1; f = 1813.7959051 lambda = 1.9332; f = 1813.7461811 lambda = 3.7372; f = 1813.6735160 lambda = 7.2247; f = 1813.6209063 Norm of dx 0.033927 ---- Improvement on iteration 109 = 0.237449193 ----------------- f at the beginning of new iteration, 1813.6209062862 Predicted improvement: 0.033512165 lambda = 1; f = 1813.5755925 Norm of dx 0.0068647 ---- Improvement on iteration 110 = 0.045313816 ----------------- f at the beginning of new iteration, 1813.5755924704 Predicted improvement: 0.010557804 lambda = 1; f = 1813.5640908 Norm of dx 0.011394 ---- Improvement on iteration 111 = 0.011501666 ----------------- f at the beginning of new iteration, 1813.5640908041 Predicted improvement: 0.001956095 lambda = 1; f = 1813.5605790 lambda = 1.9332; f = 1813.5580129 lambda = 3.7372; f = 1813.5550054 Norm of dx 0.0082654 ---- Improvement on iteration 112 = 0.009085434 ----------------- f at the beginning of new iteration, 1813.5550053700 Predicted improvement: 0.006547900 lambda = 1; f = 1813.5431637 lambda = 1.9332; f = 1813.5343549 lambda = 3.7372; f = 1813.5235492 Norm of dx 0.015295 ---- Improvement on iteration 113 = 0.031456170 ----------------- f at the beginning of new iteration, 1813.5235491997 Predicted improvement: 0.022038751 lambda = 1; f = 1813.4896443 lambda = 1.9332; f = 1813.4760798 Norm of dx 0.02901 ---- Improvement on iteration 114 = 0.047469426 ----------------- f at the beginning of new iteration, 1813.4760797737 Predicted improvement: 0.007741672 lambda = 1; f = 1813.4666800 Norm of dx 0.019666 ---- Improvement on iteration 115 = 0.009399747 ----------------- f at the beginning of new iteration, 1813.4666800271 Predicted improvement: 0.001009971 lambda = 1; f = 1813.4653757 Norm of dx 0.0070394 ---- Improvement on iteration 116 = 0.001304370 ----------------- f at the beginning of new iteration, 1813.4653756576 Predicted improvement: 0.000509501 lambda = 1; f = 1813.4644892 lambda = 1.9332; f = 1813.4639081 lambda = 3.7372; f = 1813.4634586 Norm of dx 0.0021733 ---- Improvement on iteration 117 = 0.001917101 ----------------- f at the beginning of new iteration, 1813.4634585571 Predicted improvement: 0.001279532 lambda = 1; f = 1813.4609851 lambda = 1.9332; f = 1813.4588376 lambda = 3.7372; f = 1813.4551263 lambda = 7.2247; f = 1813.4495965 lambda = 13.967; f = 1813.4450545 Norm of dx 0.0031408 ---- Improvement on iteration 118 = 0.018404030 ----------------- f at the beginning of new iteration, 1813.4450545266 Predicted improvement: 0.002526379 lambda = 1; f = 1813.4414909 lambda = 1.9332; f = 1813.4408563 Norm of dx 0.0090246 ---- Improvement on iteration 119 = 0.004198264 ----------------- f at the beginning of new iteration, 1813.4408562627 Predicted improvement: 0.000500929 lambda = 1; f = 1813.4401787 Norm of dx 0.0029891 ---- Improvement on iteration 120 = 0.000677545 ----------------- f at the beginning of new iteration, 1813.4401787180 Predicted improvement: 0.000274027 lambda = 1; f = 1813.4397433 lambda = 1.9332; f = 1813.4395498 Norm of dx 0.0010261 ---- Improvement on iteration 121 = 0.000628926 ----------------- f at the beginning of new iteration, 1813.4395497924 Predicted improvement: 0.000322622 lambda = 1; f = 1813.4389403 lambda = 1.9332; f = 1813.4384412 lambda = 3.7372; f = 1813.4376667 lambda = 7.2247; f = 1813.4368810 Norm of dx 0.0010262 ---- Improvement on iteration 122 = 0.002668783 ----------------- f at the beginning of new iteration, 1813.4368810097 Predicted improvement: 0.001635812 lambda = 1; f = 1813.4340264 lambda = 1.9332; f = 1813.4321003 lambda = 3.7372; f = 1813.4303960 Norm of dx 0.0047123 ---- Improvement on iteration 123 = 0.006485017 ----------------- f at the beginning of new iteration, 1813.4303959923 Predicted improvement: 0.001170062 lambda = 1; f = 1813.4288374 Norm of dx 0.0035792 ---- Improvement on iteration 124 = 0.001558582 ----------------- f at the beginning of new iteration, 1813.4288374106 Predicted improvement: 0.000303158 lambda = 1; f = 1813.4285022 Norm of dx 0.0023655 ---- Improvement on iteration 125 = 0.000335211 ----------------- f at the beginning of new iteration, 1813.4285022001 Predicted improvement: 0.000057128 lambda = 1; f = 1813.4284007 lambda = 1.9332; f = 1813.4283246 lambda = 3.7372; f = 1813.4282285 Norm of dx 0.00054939 ---- Improvement on iteration 126 = 0.000273681 ----------------- f at the beginning of new iteration, 1813.4282285192 Predicted improvement: 0.000254638 lambda = 1; f = 1813.4277787 lambda = 1.9332; f = 1813.4274666 lambda = 3.7372; f = 1813.4271586 Norm of dx 0.0011903 ---- Improvement on iteration 127 = 0.001069955 ----------------- f at the beginning of new iteration, 1813.4271585641 Predicted improvement: 0.000436871 lambda = 1; f = 1813.4264878 lambda = 1.9332; f = 1813.4262573 Norm of dx 0.0029486 ---- Improvement on iteration 128 = 0.000901232 ----------------- f at the beginning of new iteration, 1813.4262573323 Predicted improvement: 0.000029112 lambda = 1; f = 1813.4262154 lambda = 1.9332; f = 1813.4262101 Norm of dx 0.00085433 ---- Improvement on iteration 129 = 0.000047266 ----------------- f at the beginning of new iteration, 1813.4262100667 Predicted improvement: 0.000016295 lambda = 1; f = 1813.4261818 lambda = 1.9332; f = 1813.4261609 lambda = 3.7372; f = 1813.4261361 Norm of dx 0.00034244 ---- Improvement on iteration 130 = 0.000073987 ----------------- f at the beginning of new iteration, 1813.4261360800 Predicted improvement: 0.000069649 lambda = 1; f = 1813.4260107 lambda = 1.9332; f = 1813.4259148 lambda = 3.7372; f = 1813.4257872 Norm of dx 0.00064905 ---- Improvement on iteration 131 = 0.000348842 ----------------- f at the beginning of new iteration, 1813.4257872378 Predicted improvement: 0.000251496 lambda = 1; f = 1813.4254276 lambda = 1.9332; f = 1813.4253442 Norm of dx 0.0019616 ---- Improvement on iteration 132 = 0.000443082 ----------------- f at the beginning of new iteration, 1813.4253441555 Predicted improvement: 0.000055002 lambda = 1; f = 1813.4252683 Norm of dx 0.0011414 ---- Improvement on iteration 133 = 0.000075889 ----------------- f at the beginning of new iteration, 1813.4252682662 Predicted improvement: 0.000015162 lambda = 1; f = 1813.4252445 lambda = 1.9332; f = 1813.4252370 Norm of dx 0.000464 ---- Improvement on iteration 134 = 0.000031250 ----------------- f at the beginning of new iteration, 1813.4252370165 Predicted improvement: 0.000013093 lambda = 1; f = 1813.4252111 lambda = 1.9332; f = 1813.4251873 lambda = 3.7372; f = 1813.4251422 lambda = 7.2247; f = 1813.4250585 lambda = 13.967; f = 1813.4249098 lambda = 27; f = 1813.4246713 lambda = 52.196; f = 1813.4243928 Norm of dx 0.00012275 ---- Improvement on iteration 135 = 0.000844174 ----------------- f at the beginning of new iteration, 1813.4243928424 Predicted improvement: 0.000233823 lambda = 1; f = 1813.4241146 Norm of dx 0.0032584 ---- Improvement on iteration 136 = 0.000278283 ----------------- f at the beginning of new iteration, 1813.4241145595 Predicted improvement: 0.000015633 lambda = 1; f = 1813.4240936 Norm of dx 0.00061955 ---- Improvement on iteration 137 = 0.000020926 ----------------- f at the beginning of new iteration, 1813.4240936333 Predicted improvement: 0.000006446 lambda = 1; f = 1813.4240821 lambda = 1.9332; f = 1813.4240743 lambda = 3.7372; f = 1813.4240671 Norm of dx 0.00029203 ---- Improvement on iteration 138 = 0.000026518 ----------------- f at the beginning of new iteration, 1813.4240671150 Predicted improvement: 0.000018382 lambda = 1; f = 1813.4240318 lambda = 1.9332; f = 1813.4240008 lambda = 3.7372; f = 1813.4239459 lambda = 7.2247; f = 1813.4238590 lambda = 13.967; f = 1813.4237631 Norm of dx 0.00021228 ---- Improvement on iteration 139 = 0.000304049 ----------------- f at the beginning of new iteration, 1813.4237630655 Predicted improvement: 0.000055193 lambda = 1; f = 1813.4237032 Norm of dx 0.001185 ---- Improvement on iteration 140 = 0.000059858 ----------------- f at the beginning of new iteration, 1813.4237032073 Predicted improvement: 0.000002570 lambda = 1; f = 1813.4237001 Norm of dx 0.00020323 ---- Improvement on iteration 141 = 0.000003122 ----------------- f at the beginning of new iteration, 1813.4237000851 Predicted improvement: 0.000000913 lambda = 1; f = 1813.4236984 lambda = 1.9332; f = 1813.4236973 lambda = 3.7372; f = 1813.4236963 Norm of dx 8.9273e-05 ---- Improvement on iteration 142 = 0.000003788 ----------------- f at the beginning of new iteration, 1813.4236962968 Predicted improvement: 0.000002401 lambda = 1; f = 1813.4236916 lambda = 1.9332; f = 1813.4236874 lambda = 3.7372; f = 1813.4236796 lambda = 7.2247; f = 1813.4236660 lambda = 13.967; f = 1813.4236454 lambda = 27; f = 1813.4236265 Norm of dx 6.8566e-05 ---- Improvement on iteration 143 = 0.000069775 ----------------- f at the beginning of new iteration, 1813.4236265214 Predicted improvement: 0.000012126 lambda = 1; f = 1813.4236125 Norm of dx 0.00084161 ---- Improvement on iteration 144 = 0.000014043 ----------------- f at the beginning of new iteration, 1813.4236124788 Predicted improvement: 0.000001167 lambda = 1; f = 1813.4236112 Norm of dx 0.00015342 ---- Improvement on iteration 145 = 0.000001254 ----------------- f at the beginning of new iteration, 1813.4236112251 Predicted improvement: 0.000000659 lambda = 1; f = 1813.4236103 Norm of dx 0.00021927 ---- Improvement on iteration 146 = 0.000000912 ----------------- f at the beginning of new iteration, 1813.4236103130 Predicted improvement: 0.000002518 lambda = 1; f = 1813.4236065 lambda = 1.9332; f = 1813.4236047 Norm of dx 0.00028367 ---- Improvement on iteration 147 = 0.000005613 ----------------- f at the beginning of new iteration, 1813.4236046997 Predicted improvement: 0.000004338 lambda = 1; f = 1813.4235969 lambda = 1.9332; f = 1813.4235909 lambda = 3.7372; f = 1813.4235833 Norm of dx 0.00029155 ---- Improvement on iteration 148 = 0.000021366 ----------------- f at the beginning of new iteration, 1813.4235833341 Predicted improvement: 0.000014768 lambda = 1; f = 1813.4235598 lambda = 1.9332; f = 1813.4235507 Norm of dx 0.00064236 ---- Improvement on iteration 149 = 0.000032609 ----------------- f at the beginning of new iteration, 1813.4235507247 Predicted improvement: 0.000003772 lambda = 1; f = 1813.4235453 lambda = 1.9332; f = 1813.4235451 Norm of dx 0.00086947 ---- Improvement on iteration 150 = 0.000005651 ----------------- f at the beginning of new iteration, 1813.4235450737 Predicted improvement: 0.000001149 lambda = 1; f = 1813.4235443 Norm of dx 0.00047225 ---- Improvement on iteration 151 = 0.000000808 ----------------- f at the beginning of new iteration, 1813.4235442658 Predicted improvement: 0.000000268 lambda = 1; f = 1813.4235438 lambda = 1.9332; f = 1813.4235435 lambda = 3.7372; f = 1813.4235430 Norm of dx 3.6759e-05 ---- Improvement on iteration 152 = 0.000001233 ----------------- f at the beginning of new iteration, 1813.4235430333 Predicted improvement: 0.000002328 lambda = 1; f = 1813.4235394 lambda = 1.9332; f = 1813.4235372 Norm of dx 0.00023223 ---- Improvement on iteration 153 = 0.000005847 ----------------- f at the beginning of new iteration, 1813.4235371858 Predicted improvement: 0.000007266 lambda = 1; f = 1813.4235259 lambda = 1.9332; f = 1813.4235202 Norm of dx 0.00053276 ---- Improvement on iteration 154 = 0.000017001 ----------------- f at the beginning of new iteration, 1813.4235201844 Predicted improvement: 0.000010113 lambda = 1; f = 1813.4235050 lambda = 1.9332; f = 1813.4234995 Norm of dx 0.00066713 ---- Improvement on iteration 155 = 0.000020683 ----------------- f at the beginning of new iteration, 1813.4234995018 Predicted improvement: 0.000002731 lambda = 1; f = 1813.4234954 lambda = 1.9332; f = 1813.4234952 Norm of dx 0.00026832 ---- Improvement on iteration 156 = 0.000004344 ----------------- f at the beginning of new iteration, 1813.4234951578 Predicted improvement: 0.000000807 lambda = 1; f = 1813.4234943 Norm of dx 0.00010618 ---- Improvement on iteration 157 = 0.000000813 ----------------- f at the beginning of new iteration, 1813.4234943445 Predicted improvement: 0.000000614 lambda = 1; f = 1813.4234935 Norm of dx 7.7086e-05 ---- Improvement on iteration 158 = 0.000000855 ----------------- f at the beginning of new iteration, 1813.4234934898 Predicted improvement: 0.000002809 lambda = 1; f = 1813.4234898 Norm of dx 0.00042477 ---- Improvement on iteration 159 = 0.000003737 ----------------- f at the beginning of new iteration, 1813.4234897530 Predicted improvement: 0.000005155 lambda = 1; f = 1813.4234818 lambda = 1.9332; f = 1813.4234774 Norm of dx 0.00051714 ---- Improvement on iteration 160 = 0.000012376 ----------------- f at the beginning of new iteration, 1813.4234773773 Predicted improvement: 0.000012626 lambda = 1; f = 1813.4234555 lambda = 1.9332; f = 1813.4234401 lambda = 3.7372; f = 1813.4234240 Norm of dx 0.0010755 ---- Improvement on iteration 161 = 0.000053366 ----------------- f at the beginning of new iteration, 1813.4234240115 Predicted improvement: 0.000037557 lambda = 1; f = 1813.4233570 lambda = 1.9332; f = 1813.4233106 lambda = 3.7372; f = 1813.4232647 Norm of dx 0.0025132 ---- Improvement on iteration 162 = 0.000159307 ----------------- f at the beginning of new iteration, 1813.4232647045 Predicted improvement: 0.000023641 lambda = 1; f = 1813.4232344 Norm of dx 0.00059017 ---- Improvement on iteration 163 = 0.000030293 ----------------- f at the beginning of new iteration, 1813.4232344114 Predicted improvement: 0.000002917 lambda = 1; f = 1813.4232295 lambda = 1.9332; f = 1813.4232275 Norm of dx 0.00031329 ---- Improvement on iteration 164 = 0.000006951 ----------------- f at the beginning of new iteration, 1813.4232274601 Predicted improvement: 0.000002900 lambda = 1; f = 1813.4232217 lambda = 1.9332; f = 1813.4232165 lambda = 3.7372; f = 1813.4232068 lambda = 7.2247; f = 1813.4231896 lambda = 13.967; f = 1813.4231620 lambda = 27; f = 1813.4231296 Norm of dx 0.00026231 ---- Improvement on iteration 165 = 0.000097893 ----------------- f at the beginning of new iteration, 1813.4231295673 Predicted improvement: 0.000066392 lambda = 1; f = 1813.4230163 lambda = 1.9332; f = 1813.4229470 lambda = 3.7372; f = 1813.4229128 Norm of dx 0.0050126 ---- Improvement on iteration 166 = 0.000216726 ----------------- f at the beginning of new iteration, 1813.4229128409 Predicted improvement: 0.000052788 lambda = 1; f = 1813.4228397 Norm of dx 0.0054791 ---- Improvement on iteration 167 = 0.000073150 ----------------- f at the beginning of new iteration, 1813.4228396913 Predicted improvement: 0.000012040 lambda = 1; f = 1813.4228256 Norm of dx 0.0030573 ---- Improvement on iteration 168 = 0.000014106 ----------------- f at the beginning of new iteration, 1813.4228255856 Predicted improvement: 0.000000947 lambda = 1; f = 1813.4228238 lambda = 1.9332; f = 1813.4228223 lambda = 3.7372; f = 1813.4228201 lambda = 7.2247; f = 1813.4228181 Norm of dx 0.00030252 ---- Improvement on iteration 169 = 0.000007520 ----------------- f at the beginning of new iteration, 1813.4228180659 Predicted improvement: 0.000006285 lambda = 1; f = 1813.4228059 lambda = 1.9332; f = 1813.4227951 lambda = 3.7372; f = 1813.4227757 lambda = 7.2247; f = 1813.4227440 lambda = 13.967; f = 1813.4227040 Norm of dx 0.00052286 ---- Improvement on iteration 170 = 0.000114103 ----------------- f at the beginning of new iteration, 1813.4227039628 Predicted improvement: 0.000028595 lambda = 1; f = 1813.4226750 Norm of dx 0.0028518 ---- Improvement on iteration 171 = 0.000028920 ----------------- f at the beginning of new iteration, 1813.4226750424 Predicted improvement: 0.000000441 lambda = 1; f = 1813.4226747 Norm of dx 0.00041401 ---- Improvement on iteration 172 = 0.000000318 ----------------- f at the beginning of new iteration, 1813.4226747247 Predicted improvement: 0.000000262 lambda = 1; f = 1813.4226744 Norm of dx 0.00030632 ---- Improvement on iteration 173 = 0.000000277 ----------------- f at the beginning of new iteration, 1813.4226744481 Predicted improvement: 0.000000706 lambda = 1; f = 1813.4226735 Norm of dx 0.00048376 ---- Improvement on iteration 174 = 0.000000946 ----------------- f at the beginning of new iteration, 1813.4226735025 Predicted improvement: 0.000001729 lambda = 1; f = 1813.4226709 lambda = 1.9332; f = 1813.4226697 Norm of dx 0.00059592 ---- Improvement on iteration 175 = 0.000003851 ----------------- f at the beginning of new iteration, 1813.4226696512 Predicted improvement: 0.000002641 lambda = 1; f = 1813.4226653 lambda = 1.9332; f = 1813.4226629 Norm of dx 0.00047064 ---- Improvement on iteration 176 = 0.000006790 ----------------- f at the beginning of new iteration, 1813.4226628614 Correct for low angle: 0.00469846 Predicted improvement: 0.000002782 lambda = 1; f = 1813.4226548 lambda = 1.9332; f = 1813.4226580 Norm of dx 0.0014927 ---- Improvement on iteration 177 = 0.000008101 ----------------- f at the beginning of new iteration, 1813.4226547608 Correct for low angle: 0.00272795 Predicted improvement: 0.000006444 lambda = 1; f = 1813.4226673 lambda = 0.33333; f = 1813.4226565 lambda = 0.11111; f = 1813.4226551 lambda = 0.037037; f = 1813.4226548 lambda = 0.012346; f = 1813.4226548 lambda = 0.0041152; f = 1813.4226548 lambda = 0.0013717; f = 1813.4226548 lambda = 0.00045725; f = 1813.4226548 lambda = 0.00015242; f = 1813.4226548 lambda = 5.0805e-05; f = 1813.4226548 lambda = 1.6935e-05; f = 1813.4226548 lambda = 5.645e-06; f = 1813.4226548 lambda = 1.8817e-06; f = 1813.4226548 lambda = 6.2723e-07; f = 1813.4226548 lambda = 2.0908e-07; f = 1813.4226548 lambda = 4.0418e-07; f = 1813.4226548 lambda = 2.7215e-07; f = 1813.4226548 lambda = 2.1466e-07; f = 1813.4226548 lambda = 2.4751e-07; f = 1813.4226548 lambda = 2.2724e-07; f = 1813.4226548 lambda = 2.3919e-07; f = 1813.4226548 lambda = 2.5177e-07; f = 1813.4226548 lambda = 2.4415e-07; f = 1813.4226548 lambda = 2.4869e-07; f = 1813.4226548 lambda = 2.4596e-07; f = 1813.4226548 Norm of dx 0.00015761 Cliff. Perturbing search direction. Predicted improvement: 0.000010285 lambda = 1; f = 1813.4226814 lambda = 0.33333; f = 1813.4226564 lambda = 0.11111; f = 1813.4226545 lambda = 0.037037; f = 1813.4226546 lambda = 0.012346; f = 1813.4226547 lambda = 0.0041152; f = 1813.4226547 lambda = 0.0013717; f = 1813.4226548 lambda = 0.00045725; f = 1813.4226548 lambda = 0.00015242; f = 1813.4226548 lambda = 5.0805e-05; f = 1813.4226548 lambda = 1.6935e-05; f = 1813.4226548 lambda = 5.645e-06; f = 1813.4226548 lambda = 1.8817e-06; f = 1813.4226548 lambda = 6.2723e-07; f = 1813.4226548 lambda = 1.2125e-06; f = 1813.4226548 lambda = 8.1646e-07; f = 1813.4226548 lambda = 6.4398e-07; f = 1813.4226548 lambda = 6.3221e-07; f = 1813.4226548 Norm of dx 0.00024535 Cliff again. Try traversing Predicted improvement: 0.000043850 lambda = 1; f = 1813.4704341 lambda = 0.33333; f = 1813.4278692 lambda = 0.11111; f = 1813.4232159 lambda = 0.037037; f = 1813.4227115 lambda = 0.012346; f = 1813.4226592 lambda = 0.0041152; f = 1813.4226546 Norm of dx 0.0093648 ---- Improvement on iteration 178 = 0.000000255 back and forth on step length never finished ----------------- f at the beginning of new iteration, 1813.4226545054 Predicted improvement: 0.000003516 lambda = 1; f = 1813.4226602 lambda = 0.33333; f = 1813.4226557 lambda = 0.11111; f = 1813.4226548 lambda = 0.037037; f = 1813.4226546 lambda = 0.012346; f = 1813.4226545 lambda = 0.0041152; f = 1813.4226545 lambda = 0.0013717; f = 1813.4226545 lambda = 0.00045725; f = 1813.4226545 lambda = 0.00015242; f = 1813.4226545 lambda = 5.0805e-05; f = 1813.4226545 lambda = 1.6935e-05; f = 1813.4226545 lambda = 5.645e-06; f = 1813.4226545 lambda = 1.8817e-06; f = 1813.4226545 lambda = 6.2723e-07; f = 1813.4226545 lambda = 2.0908e-07; f = 1813.4226545 lambda = 6.9692e-08; f = 1813.4226545 lambda = 2.3231e-08; f = 1813.4226545 lambda = 7.7435e-09; f = 1813.4226545 lambda = 2.5812e-09; f = 1813.4226545 lambda = -6.2723e-07 lambda = -6.2723e-07; f = 1813.4226545 lambda = -2.0908e-07; f = 1813.4226545 lambda = -6.9692e-08; f = 1813.4226545 lambda = -2.3231e-08; f = 1813.4226545 lambda = -7.7435e-09; f = 1813.4226545 lambda = -2.5812e-09; f = 1813.4226545 Norm of dx 0.00015761 ---- Improvement on iteration 179 = 0.000000000 improvement < crit termination smallest step still improving too slow, reversed gradient Final value of minus the log posterior (or likelihood):1813.422655 MODE CHECK Fval obtained by the minimization routine (minus the posterior/likelihood)): 1813.422655 RESULTS FROM POSTERIOR ESTIMATION parameters prior mean mode s.d. prior pstdev crhoa 0.500 0.9747 0.0158 beta 0.2000 crhow 0.500 0.4784 0.2474 beta 0.2000 RHO_L 0.750 0.7884 0.0996 beta 0.1000 cmaw 0.500 0.5188 0.2330 beta 0.2000 clandaw 1.500 1.3737 0.0583 norm 0.2500 cchi 0.200 0.0769 0.0253 beta 0.1000 csigl 2.000 4.3354 0.6788 norm 1.0000 cindw 0.500 0.6906 0.1627 beta 0.2000 cprobw 0.700 0.6387 0.0397 beta 0.1000 cwtrend 0.600 0.3863 0.1159 norm 0.3000 ctrend 0.700 0.7580 0.0412 norm 0.2000 crhopinf 0.500 0.4617 0.2177 beta 0.2000 cmap 0.500 0.5226 0.2003 beta 0.2000 cmapF 0.500 0.6506 0.1890 beta 0.2000 crhoms 0.280 0.0879 0.1804 beta 0.2000 cry 0.500 0.5082 0.0940 invg 0.1000 crr 0.700 0.9048 0.0235 beta 0.2000 crdy 0.300 0.2860 0.0657 invg 0.1000 crpi 1.500 1.7028 0.1851 norm 0.2000 ETA_STAR 0.300 0.9635 0.0712 norm 0.1200 crpiS 0.500 0.3304 0.0706 invg 0.2000 crhob 0.500 0.8894 0.0326 beta 0.2000 RHO_zeta 0.500 0.9882 0.0114 beta 0.2000 RHO_zeta2 0.500 0.9772 0.0144 beta 0.2000 PSI1 0.005 0.0011 0.0002 invg Inf ETA_C 0.550 0.5449 0.0975 norm 0.1000 chabb 0.500 0.3720 0.0590 beta 0.1000 ETA_I 1.200 1.1708 0.2694 norm 0.3000 constebeta 0.000 -0.2712 0.1564 norm 0.2000 crhopinfM 0.500 0.7820 0.1582 beta 0.2000 crhoqs 0.500 0.0997 0.0726 beta 0.2000 csadjcost 4.000 4.8352 1.1655 norm 1.5000 czcap 0.700 0.7989 0.0800 beta 0.1000 cprobp 0.500 0.8367 0.0396 beta 0.2000 cindp 0.700 0.7137 0.1051 beta 0.1000 cfc 1.250 1.7039 0.0997 norm 0.1250 cindpF 0.700 0.7508 0.0954 beta 0.1000 cprobpF 0.500 0.8431 0.0238 beta 0.2000 standard deviation of shocks prior mean mode s.d. prior pstdev ea 1.000 0.6104 0.0938 invg 2.0000 eb 1.000 0.3839 0.0722 invg 2.0000 em 0.500 0.2162 0.0501 invg 2.0000 els 1.000 0.4923 0.1899 invg 2.0000 eIMS 2.500 0.8301 0.1013 unif 1.4434 eINE 2.500 2.3974 0.2575 unif 1.4434 ew 0.500 0.2093 0.0696 invg 2.0000 epinf 0.100 0.0788 0.0395 invg 2.0000 epinfM 0.500 0.2454 0.0764 invg 2.0000 ezeta 1.000 0.1992 0.0212 invg 2.0000 ezeta2 0.500 0.2786 0.0549 invg 2.0000 eqs 1.000 2.2956 0.2990 invg 2.0000 Log data density [Laplace approximation] is -1904.493046. Estimation::mcmc: Multiple chains mode. Estimation::mcmc: Old metropolis.log file successfully erased! Estimation::mcmc: Creation of a new metropolis.log file. Estimation::mcmc: Searching for initial values... Estimation::mcmc: Initial values found! Estimation::mcmc: Write details about the MCMC... Ok! Estimation::mcmc: Details about the MCMC are available in soe/metropolis\soe_mh_history_0.mat Estimation::mcmc: Number of mh files: 5 per block. Estimation::mcmc: Total number of generated files: 10. Estimation::mcmc: Total number of iterations: 1000000. Estimation::mcmc: Current acceptance ratio per chain: Chain 1: 24.2631% Chain 2: 25.6295% Estimation::mcmc: Total number of MH draws per chain: 1000000. Estimation::mcmc: Total number of generated MH files: 5. Estimation::mcmc: I'll use mh-files 2 to 5. Estimation::mcmc: In MH-file number 2 I'll start at line 209616. Estimation::mcmc: Finally I keep 550000 draws per chain. MCMC Inefficiency factors per block Parameter Block 1 Block 2 SE_ea 294.737 261.430 SE_eb 360.300 357.641 SE_em 295.602 270.388 SE_els 437.829 431.161 SE_eIMS 272.979 305.973 SE_eINE 242.005 268.458 SE_ew 473.027 490.475 SE_epinf 713.090 713.747 SE_epinfM 552.398 538.250 SE_ezeta 270.342 268.810 SE_ezeta2 446.978 445.949 SE_eqs 280.827 282.665 crhoa 429.804 412.256 crhow 240.359 282.550 RHO_L 227.356 249.860 cmaw 225.067 230.757 clandaw 277.490 284.450 cchi 548.956 472.694 csigl 258.424 242.573 cindw 235.403 229.122 cprobw 380.754 437.997 cwtrend 262.009 257.542 ctrend 257.263 254.096 crhopinf 325.175 297.537 cmap 263.814 262.467 cmapF 223.036 246.133 crhoms 187.335 188.671 cry 368.885 329.650 crr 364.733 353.824 crdy 308.730 326.648 crpi 259.749 253.813 ETA_STAR 191.727 175.191 crpiS 455.108 381.033 crhob 407.240 429.056 RHO_zeta 690.984 657.699 RHO_zeta2 489.807 535.855 PSI1 365.747 348.760 ETA_C 225.358 231.090 chabb 238.669 253.610 ETA_I 238.471 231.749 constebeta 242.015 258.704 crhopinfM 293.703 317.235 crhoqs 267.113 278.341 csadjcost 253.953 249.437 czcap 276.160 276.565 cprobp 536.203 532.394 cindp 275.341 266.039 cfc 282.946 245.035 cindpF 215.430 204.521 cprobpF 376.845 374.307 Estimation::mcmc::diagnostics: Univariate convergence diagnostic, Brooks and Gelman (1998): Parameter 1... Done! Parameter 2... Done! Parameter 3... Done! Parameter 4... Done! Parameter 5... Done! Parameter 6... Done! Parameter 7... Done! Parameter 8... Done! Parameter 9... Done! Parameter 10... Done! Parameter 11... Done! Parameter 12... Done! Parameter 13... Done! Parameter 14... Done! Parameter 15... Done! Parameter 16... Done! Parameter 17... Done! Parameter 18... Done! Parameter 19... Done! Parameter 20... Done! Parameter 21... Done! Parameter 22... Done! Parameter 23... Done! Parameter 24... Done! Parameter 25... Done! Parameter 26... Done! Parameter 27... Done! Parameter 28... Done! Parameter 29... Done! Parameter 30... Done! Parameter 31... Done! Parameter 32... Done! Parameter 33... Done! Parameter 34... Done! Parameter 35... Done! Parameter 36... Done! Parameter 37... Done! Parameter 38... Done! Parameter 39... Done! Parameter 40... Done! Parameter 41... Done! Parameter 42... Done! Parameter 43... Done! Parameter 44... Done! Parameter 45... Done! Parameter 46... Done! Parameter 47... Done! Parameter 48... Done! Parameter 49... Done! Parameter 50... Done! Estimation::marginal density: I'm computing the posterior mean and covariance... Done! Estimation::marginal density: I'm computing the posterior log marginal density (modified harmonic mean)... Done! ESTIMATION RESULTS Log data density is -1901.637367. parameters prior mean post. mean 90% HPD interval prior pstdev crhoa 0.500 0.9587 0.9257 0.9916 beta 0.2000 crhow 0.500 0.4975 0.1816 0.8276 beta 0.2000 RHO_L 0.750 0.7600 0.6045 0.9155 beta 0.1000 cmaw 0.500 0.5207 0.1930 0.8570 beta 0.2000 clandaw 1.500 1.3816 1.2832 1.4804 norm 0.2500 cchi 0.200 0.0849 0.0261 0.1389 beta 0.1000 csigl 2.000 4.4826 3.4040 5.6092 norm 1.0000 cindw 0.500 0.6497 0.4080 0.9029 beta 0.2000 cprobw 0.700 0.6693 0.5841 0.7495 beta 0.1000 cwtrend 0.600 0.4040 0.2014 0.6055 norm 0.3000 ctrend 0.700 0.7538 0.6834 0.8239 norm 0.2000 crhopinf 0.500 0.5343 0.2172 0.8859 beta 0.2000 cmap 0.500 0.5160 0.2247 0.8279 beta 0.2000 cmapF 0.500 0.5116 0.2437 0.7924 beta 0.2000 crhoms 0.280 0.2090 0.0100 0.4094 beta 0.2000 cry 0.500 0.5692 0.3869 0.7445 invg 0.1000 crr 0.700 0.9059 0.8649 0.9494 beta 0.2000 crdy 0.300 0.3159 0.1970 0.4315 invg 0.1000 crpi 1.500 1.6493 1.3411 1.9646 norm 0.2000 ETA_STAR 0.300 0.9605 0.8808 1.0629 norm 0.1200 crpiS 0.500 0.3743 0.2326 0.5079 invg 0.2000 crhob 0.500 0.8690 0.8042 0.9367 beta 0.2000 RHO_zeta 0.500 0.9567 0.9012 0.9995 beta 0.2000 RHO_zeta2 0.500 0.9612 0.9291 0.9952 beta 0.2000 PSI1 0.005 0.0012 0.0009 0.0016 invg Inf ETA_C 0.550 0.5447 0.3860 0.7059 norm 0.1000 chabb 0.500 0.3732 0.2754 0.4714 beta 0.1000 ETA_I 1.200 1.1619 0.7256 1.6028 norm 0.3000 constebeta 0.000 -0.2003 -0.4608 0.0543 norm 0.2000 crhopinfM 0.500 0.6608 0.4234 0.9190 beta 0.2000 crhoqs 0.500 0.1392 0.0211 0.2485 beta 0.2000 csadjcost 4.000 4.8999 2.9269 6.8193 norm 1.5000 czcap 0.700 0.7587 0.6269 0.9005 beta 0.1000 cprobp 0.500 0.8785 0.8205 0.9454 beta 0.2000 cindp 0.700 0.6913 0.5255 0.8681 beta 0.1000 cfc 1.250 1.6809 1.5066 1.8494 norm 0.1250 cindpF 0.700 0.7516 0.6141 0.8941 beta 0.1000 cprobpF 0.500 0.8469 0.8057 0.8873 beta 0.2000 standard deviation of shocks prior mean post. mean 90% HPD interval prior pstdev ea 1.000 0.6565 0.4919 0.8194 invg 2.0000 eb 1.000 0.4566 0.3082 0.6005 invg 2.0000 em 0.500 0.2275 0.1418 0.3072 invg 2.0000 els 1.000 0.6760 0.2778 1.0801 invg 2.0000 eIMS 2.500 0.8539 0.6747 1.0422 unif 1.4434 eINE 2.500 2.4500 2.0127 2.8725 unif 1.4434 ew 0.500 0.2832 0.1243 0.4474 invg 2.0000 epinf 0.100 0.1721 0.0336 0.3680 invg 2.0000 epinfM 0.500 0.2950 0.1393 0.4499 invg 2.0000 ezeta 1.000 0.2037 0.1666 0.2390 invg 2.0000 ezeta2 0.500 0.3675 0.2364 0.4964 invg 2.0000 eqs 1.000 2.3725 1.8415 2.8939 invg 2.0000 MODEL SUMMARY Number of variables: 110 Number of stochastic shocks: 19 Number of state variables: 39 Number of jumpers: 13 Number of static variables: 64 MATRIX OF COVARIANCE OF EXOGENOUS SHOCKS Variables ea eb eg eqs em epinf ew els eIMS eINE ezeta ezeta2 ey_star epistar eRstar eauxi eauxi1 epFstar epinfM ea 0.431054 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 eb 0.000000 0.208457 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 eg 0.000000 0.000000 18.370653 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 eqs 0.000000 0.000000 0.000000 5.628887 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 em 0.000000 0.000000 0.000000 0.000000 0.051764 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 epinf 0.000000 0.000000 0.000000 0.000000 0.000000 0.029607 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 ew 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.080220 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 els 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.456932 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 eIMS 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.729218 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 eINE 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 6.002356 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 ezeta 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.041487 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 ezeta2 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.135051 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 ey_star 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.940706 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 epistar 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 12.121539 0.000000 0.000000 0.000000 0.000000 0.000000 eRstar 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.007709 0.000000 0.000000 0.000000 0.000000 eauxi 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 eauxi1 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 epFstar 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 18.308444 0.000000 epinfM 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.087047 POLICY AND TRANSITION FUNCTIONS N URlog dwIMS dwINE dy pinfobs robs dxHstar dy_star pistar_obs rreal Rstar_obs piS_obs pFstar_obs dg xi_obs dc dinve piHobs piF_obs x xf u labstar ls z zf lam lamf ewma epinfma zcapf rkf kf pkf cf invef yf labf wf rrf mc zcap rk k pk c inve yH lab pinf w r a b g qs ms spinf sw kpf kp winfAWE winf ygap rstar xi xCF xCH pH pF xIF xIH pI xHstar rer y_star bstar piS zeta zeta2 tb m pistar xHstarf pinfh unat auxi auxi1 pHflex pIflex xCFf xCHf pFflex xIFf xIHf rerflex xif bstarf mflex tbf pFstar spinfM epinfMma pinfF mcF pYflex yHf y pY Constant 6.854051 8.513906 0.403998 0.753796 0.753796 1.980550 2.543455 0.753796 0.753796 1.514230 0 1.464243 0.459364 0 0.753796 0.601511 0.753796 0.753796 1.980550 1.980550 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.513906 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 ls(-1) -0.052685 -0.112092 0.013806 0.013806 -0.066722 -0.003685 0.024832 -0.108565 0 0 0.029764 0 -0.113444 0 0 -0.000250 -0.055948 -0.034213 -0.000415 -0.006830 0.081320 0.014233 -0.112092 -0.164777 0.759982 -0.007544 -0.001320 0.088865 0.015554 0 0 0.011857 0.037285 0.011857 -0.006600 -0.009792 -0.012100 -0.146294 -0.129413 0.178555 0.000417 -0.002455 -0.009381 -0.029498 -0.009381 -0.084384 -0.055948 -0.034213 -0.066722 -0.052685 -0.003685 0.013806 0.024832 0 0 0 0 0 0 0 -0.000271 -0.000765 0.010121 0.010121 0.079572 0 -0.000250 -0.054235 -0.057729 0.003271 -0.003145 -0.030383 -0.037837 0.000151 -0.108565 -0.109759 0 0.221040 -0.113444 0 0 0.200945 -0.045360 0 -0.256567 -0.000415 0 0 0 0.136174 0.006303 0.061538 -0.083972 -0.130944 0.147372 -0.163001 -0.130944 0.000417 -0.367887 0.093476 -0.334442 0 0 0 -0.006830 -0.106614 -0.168063 -0.146294 -0.066722 0.226170 z(-1) 0.017765 -0.214524 0.035525 0.035525 0.027387 0.012891 0.014038 0.038035 0 0 -0.007191 0 0.054411 0 0 0.000123 0.017919 0.027266 0.014811 0.011044 0.889057 0 -0.214524 -0.196759 0 0.917518 0 -0.028462 0 0 0 0 0 0 0 0 0 0 0 0 0 0.035077 0.012858 0.040432 0.012858 0.054001 0.017919 0.027266 0.027387 0.017765 0.012891 0.035525 0.014038 0 0 0 0 0 0 0 0 0.000610 0.048416 0.048416 0.027387 0 0.000123 0.018925 0.016873 0.001920 -0.001847 0.029515 0.025138 0.000089 0.038035 0.041520 0 -0.108379 0.054411 0 0 -0.098526 0.022865 0 0 0.014811 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.011044 0.043367 0 0 0.027387 -0.104051 zf(-1) -0.103076 0.103601 -0.010913 -0.010913 -0.135153 -0.020416 0.003778 -0.218462 0 0 0.035718 0 -0.242526 0 0 -0.000490 -0.098388 -0.083036 -0.015080 -0.025547 0.143008 0.948918 0.103601 0.000525 0 -0.013267 0.911965 0.156275 0.036953 0 0 0.013371 0.042046 0.013371 -0.007832 -0.023265 -0.021019 -0.177085 -0.156230 0.211646 0.000442 -0.038920 -0.027503 -0.086485 -0.027503 -0.159332 -0.098388 -0.083036 -0.135153 -0.103076 -0.020416 -0.010913 0.003778 0 0 0 0 0 0 0 -0.000470 -0.001857 -0.031328 -0.031328 0.041932 0 -0.000490 -0.095593 -0.101295 0.005336 -0.005131 -0.076788 -0.088949 0.000247 -0.218462 -0.222110 0 0.432903 -0.242526 0 0 0.393548 -0.088596 0 -0.302902 -0.015080 0 0 0 0.160766 0.007442 0.060948 -0.110841 -0.154592 0.167254 -0.199172 -0.154592 0.000442 -0.390606 0.100502 -0.355097 0 0 0 -0.025547 -0.216979 -0.162589 -0.177085 -0.135153 0.445217 ewma(-1) -0.035028 -0.128464 -0.743097 -0.743097 -0.135892 -0.064333 -0.068174 -0.134752 0 0 0.033826 0 -0.226363 0 0 -0.000508 -0.075828 -0.084266 -0.086069 -0.043432 0.110217 0 -0.128464 -0.163492 0 -0.010225 0 0.120442 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.675545 -0.187747 -0.590378 -0.187747 -0.236448 -0.075828 -0.084266 -0.135892 -0.035028 -0.064333 -0.743097 -0.068174 0 0 0 0 0 0 -0.520682 0 -0.001885 -0.807430 -0.807430 -0.135892 0 -0.000508 -0.087214 -0.063988 -0.021736 0.020901 -0.109721 -0.060179 -0.001006 -0.134752 -0.162030 0 0.448653 -0.226363 0 0 0.407866 -0.095589 0 0 -0.086069 -11.615598 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.043432 -0.182931 0 0 -0.135892 0.420066 epinfma(-1) -0.524634 0.735312 0.813962 0.813962 -0.582107 -0.838862 -0.441034 -1.284985 0 0 0.544336 0 -2.716609 0 0 -0.005684 -0.967196 -0.155941 -1.378781 -0.319679 1.405822 0 0.735312 0.210677 0 -0.130424 0 1.536246 0 0 0 0 0 0 0 0 0 0 0 0 0 1.175547 0.069809 0.219518 0.069809 -1.375295 -0.967196 -0.155941 -0.582107 -0.524634 -0.838862 0.813962 -0.441034 0 0 0 0 0 -0.515998 0 0 -0.003488 -0.024901 -0.024901 -0.582107 0 -0.005684 -1.250017 -0.673079 -0.539918 0.519183 -0.788238 0.442369 -0.024992 -1.284985 -1.877747 0 5.017730 -2.716609 0 0 4.561573 -1.078197 0 0 -1.378781 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.319679 -2.396930 0 0 -0.582107 4.519687 cf(-1) 0.003813 -0.003997 -0.000082 -0.000082 0.004940 -0.000400 -0.008147 0.007788 0 0 -0.007342 0 0.007638 0 0 0.000021 0.005525 0.000960 -0.000470 -0.000333 -0.008031 0.019966 -0.003997 -0.000185 0 0.000745 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0 0.057477 0 0 0.000116 0.022961 0.020286 0.003546 0.006103 -0.033374 0.061640 -0.024544 -0.000092 0 0.003096 -0.005719 -0.036470 0.067358 0 0 0.027858 0.087602 0.027858 -0.078043 -0.042408 0.829667 0.040055 0.022102 0.093358 0.001734 0.009357 0.006547 0.020587 0.006547 0.037116 0.022961 0.020286 0.032072 0.024452 0.004850 0.002683 -0.000171 0 0 0 0 0 0 0 0.018559 0.000454 0.007532 0.007532 -0.007983 0 0.000116 0.022278 0.023671 -0.001303 0.001253 0.018760 0.021730 -0.000060 0.051801 0.052628 0 -0.102478 0.057477 0 0 -0.093162 0.020969 0 -0.172643 0.003546 0 0 0 0.091631 0.004242 0.005591 -0.092323 -0.088112 0.936976 0.728126 -0.088112 0.001734 -1.530751 0.352144 -1.391592 0 0 0 0.006103 0.051374 -1.165007 0.040055 0.032072 -0.105437 inve(-1) 0.060608 -0.056892 0.003599 0.003599 0.079127 -0.004463 0.025150 -0.089541 0 0 0.031737 0 -0.096296 0 0 0.001174 -0.096850 -0.201650 -0.003072 -0.005801 0.140772 0 -0.056892 0.003716 0 -0.013060 0 0.153832 0 0 0 0 0 0 0 0 0 0 0 0 0 0.015742 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0.062329 -0.137050 w(-1) -0.006942 0.198318 -0.137406 -0.137406 0.095941 0.038512 0.045514 0.059253 0 0 -0.012636 0 0.115980 0 0 0.000260 0.035102 0.040646 0.054290 0.023340 -0.051021 0 0.198318 0.191375 0 0.004733 0 -0.055755 0 0 0 0 0 0 0 0 0 0 0 0 0 0.782797 0.206453 0.649199 0.206453 0.119557 0.035102 0.040646 0.095941 -0.006942 0.038512 0.862594 0.045514 0 0 0 0 0 0 0 0 0.000909 -0.098894 -0.098894 0.095941 0 0.000260 0.043367 0.026507 0.015778 -0.015172 0.059124 0.023161 0.000730 0.059253 0.077468 0 -0.229214 0.115980 0 0 -0.208376 0.049230 0 0 0.054290 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.023340 0.092641 0 0 0.095941 -0.210957 pinfh(-1) 0.013380 -0.092992 -0.332398 -0.332398 -0.023072 0.328128 0.067106 0.101288 0 0 -0.147056 0 0.700669 0 0 0.001632 0.181471 0.006680 0.595217 0.071297 -0.263769 0 -0.092992 -0.079612 0 0.024471 0 -0.288240 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.572380 -0.076973 -0.242044 -0.076973 0.260445 0.181471 0.006680 -0.023072 0.013380 0.328128 -0.332398 0.067106 0 0 0 0 0 0 0 0 0.000149 -0.004270 -0.004270 -0.023072 0 0.001632 0.321378 0.035977 0.267089 -0.256831 0.319467 -0.289294 0.012363 0.101288 0.372541 0 -1.441082 0.700669 0 0 -1.310075 0.320667 0 0 0.595217 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.071297 0.629373 0 0 -0.023072 -1.164485 pinfF(-1) -0.013345 -0.050646 -0.298679 -0.298679 -0.053667 0.298944 0.020335 -0.184155 0 0 -0.130274 0 -0.177362 0 0 -0.001739 -0.087757 -0.176475 0.014366 0.572593 0.127555 0 -0.050646 -0.063991 0 -0.011834 0 0.139388 0 0 0 0 0 0 0 0 0 0 0 0 0 0.004482 -0.075285 -0.236738 -0.075285 -0.164590 -0.087757 -0.176475 -0.053667 -0.013345 0.298944 -0.298679 0.020335 0 0 0 0 0 0 0 0 -0.003948 0.000265 0.000265 -0.053667 0 -0.001739 -0.236825 0.067265 -0.284578 0.273649 -0.509743 0.138880 -0.013173 -0.184155 -0.476306 0 1.534752 -0.177362 0 0 1.395230 -0.338373 0 0 0.014366 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.572593 -0.749955 0 0 -0.053667 1.273133 ea -0.598988 0.557525 -0.089823 -0.089823 0.892318 0.027414 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0 0 0 0 0 0 0 0 0 0 0 0 1.000000 0.388337 0.290275 0.912784 0.290275 1.889610 1.176641 0.822355 1.458116 1.114807 0.136169 0.088252 0.647980 0 1.000000 0 0 0 0 0 0 0.018396 0.224421 0.224421 1.458116 0 0.005528 1.149022 1.205363 -0.052726 0.050701 0.760608 0.880782 -0.002441 2.321203 2.363933 0 -4.879829 2.500102 0 0 -4.436209 1.004500 0 0 0.083443 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.186870 2.313232 0 0 1.458116 -4.959132 eg 0.092783 -0.088388 0.012204 0.012204 0.121947 -0.003232 0.020977 -0.111200 0 0 0.025392 0 -0.114804 0 1.000000 -0.000244 -0.055623 -0.033038 0.000970 -0.007272 0.080848 0.017030 -0.088388 0.004396 0 -0.007501 -0.001580 0.088348 0.018610 0 0 0.037689 0.118515 0.037689 -0.000625 -0.011717 -0.009624 0.052869 0.028779 0.127425 0.000376 0.028237 0.025331 0.079656 0.025331 -0.073711 -0.055623 -0.033038 0.121947 0.092783 -0.003232 0.012204 0.020977 0 0 1.000000 0 0 0 0 -0.000215 -0.000739 0.008972 0.008972 0.069079 0 -0.000244 -0.053422 -0.057912 0.004202 -0.004040 -0.028117 -0.037694 0.000194 -0.111200 -0.111572 0 0.215516 -0.114804 0 0 0.195924 -0.044006 0 -0.235047 0.000970 0 0 0 0.124752 0.005775 0.053631 -0.079675 -0.119961 0.136473 -0.147868 -0.119961 0.000376 -0.331794 0.084455 -0.301631 0 0 0 -0.007272 -0.107531 -0.156736 0.052869 0.121947 0.215769 eqs 0.202832 -0.195168 0.013438 0.013438 0.264976 0.001736 0.062744 -0.054712 0 0 0.059314 0 -0.057817 0 0 0.002915 -0.155105 1.832252 -0.000855 0.004227 0.225446 0.116789 -0.195168 0.007664 0 -0.020916 -0.010835 0.246361 0.127624 0 0 0.063175 0.198657 0.063175 -0.221491 -0.080350 1.856181 0.090376 0.049733 0.212100 0.003936 0.061223 0.052182 0.164088 0.052182 -0.349777 -0.155105 1.832252 0.264976 0.202832 0.001736 0.013438 0.062744 0 0 0 1.000000 0 0 0 0.152788 0.152253 0.015173 0.015173 0.174600 0 0.002915 -0.156462 -0.153694 -0.002591 0.002491 1.829218 1.835123 -0.000120 -0.054712 -0.059553 0 -2.573669 -0.057817 0 0 -2.339699 0.582377 0 -0.392022 -0.000855 0 0 0 0.208067 0.009631 0.028640 -0.193693 -0.200076 2.099848 1.625612 -0.200076 0.003936 -3.474498 0.799303 -3.158635 0 0 0 0.004227 -0.062044 -2.644235 0.090376 0.264976 -2.088255 em -1.494608 1.507765 -0.141345 -0.141345 -1.957680 -0.231940 0.120418 -3.129024 0 0 0.473973 0 -3.412625 0 0 -0.007280 -1.485523 -1.198832 -0.154925 -0.305998 2.159212 0 1.507765 0.013156 0 -0.200319 0 2.359531 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.548325 -0.394724 -1.241229 -0.394724 -2.390292 -1.485523 -1.198832 -1.957680 -1.494608 -0.231940 -0.141345 0.120418 0 0 0 0 1.000000 0 0 0 -0.026817 -0.373285 -0.373285 -1.957680 0 -0.007280 -1.445180 -1.527476 0.077015 -0.074058 -1.108639 -1.284176 0.003565 -3.129024 -3.180685 0 6.426708 -3.412625 0 0 5.842462 -1.319959 0 0 -0.154925 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.305998 -3.106627 0 0 -1.957680 6.562327 epinf 0.065737 -0.263748 -0.822387 -0.822387 -0.014715 0.814169 0.184386 0.319391 0 0 -0.376055 0 1.799929 0 0 0.004151 0.483665 0.025788 1.467403 0.186022 -0.703008 0 -0.263748 -0.198011 0 0.065221 0 -0.768229 0 0 1.000000 0 0 0 0 0 0 0 0 0 0 -1.401130 -0.182565 -0.574085 -0.182565 0.693298 0.483665 0.025788 -0.014715 0.065737 0.814169 -0.822387 0.184386 0 0 0 0 0 1.000000 0 0 0.000577 -0.008218 -0.008218 -0.014715 0 0.004151 0.825843 0.127820 0.653234 -0.628147 0.790788 -0.698093 0.030238 0.319391 0.985760 0 -3.664165 1.799929 0 0 -3.331059 0.812800 0 0 1.467403 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.186022 1.613907 0 0 -0.014715 -2.991728 ew -0.010004 0.184629 0.786541 0.786541 0.082712 0.032325 0.038906 0.046530 0 0 -0.009467 0 0.094426 0 0 0.000211 0.027923 0.032650 0.045983 0.019192 -0.040586 0 0.184629 0.174625 0 0.003765 0 -0.044352 0 1.000000 0 0 0 0 0 0 0 0 0 0 0 0.713673 0.187364 0.589173 0.187364 0.097060 0.027923 0.032650 0.082712 -0.010004 0.032325 0.786541 0.038906 0 0 0 0 0 0 1.000000 0 0.000730 0.818867 0.818867 0.082712 0 0.000211 0.035077 0.020483 0.013658 -0.013133 0.048644 0.017515 0.000632 0.046530 0.062101 0 -0.186500 0.094426 0 0 -0.169545 0.040125 0 0 0.045983 22.308411 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.019192 0.075234 0 0 0.082712 -0.171005 els -0.069324 -0.147493 0.018167 0.018167 -0.087794 -0.004849 0.032674 -0.142852 0 0 0.039164 0 -0.149272 0 0 -0.000329 -0.073617 -0.045018 -0.000546 -0.008987 0.107003 0.018729 -0.147493 -0.216817 1.000000 -0.009927 -0.001738 0.116930 0.020466 0 0 0.015602 0.049060 0.015602 -0.008684 -0.012885 -0.015922 -0.192497 -0.170284 0.234946 0.000548 -0.003231 -0.012343 -0.038814 -0.012343 -0.111034 -0.073617 -0.045018 -0.087794 -0.069324 -0.004849 0.018167 0.032674 0 0 0 0 0 0 0 -0.000356 -0.001007 0.013317 0.013317 0.104702 0 -0.000329 -0.071363 -0.075962 0.004303 -0.004138 -0.039978 -0.049787 0.000199 -0.142852 -0.144423 0 0.290849 -0.149272 0 0 0.264408 -0.059685 0 -0.337596 -0.000546 0 0 0 0.179180 0.008294 0.080973 -0.110492 -0.172299 0.193915 -0.214480 -0.172299 0.000548 -0.484073 0.122997 -0.440066 0 0 0 -0.008987 -0.140285 -0.221141 -0.192497 -0.087794 0.297599 eIMS 0 0 1.000000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.000000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 eINE 0 0 0 1.000000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 ezeta 0.783536 -0.767905 -0.236976 -0.236976 0.988448 0.247313 0.760042 4.975639 0 0 0.397806 0 5.251213 0 0 0.988032 -2.276951 -2.745227 0.070958 0.416896 3.309555 6.356416 -0.767905 0.015631 0 -0.307042 -0.589712 3.616597 6.946128 0 0 -0.423660 -1.332219 -0.423660 -6.188726 -4.373170 -4.598401 -0.463919 -0.212703 -1.543177 0.972491 0.134878 0.131875 0.414686 0.131875 -2.769576 -2.276951 -2.745227 0.988448 0.783536 0.247313 -0.236976 0.760042 0 0 0 0 0 0 0 -0.102863 -0.061409 0.010338 0.010338 1.452367 0 0.988032 -2.369330 -2.180883 -0.176355 0.169582 -2.951756 -2.549799 -0.008163 4.975639 5.003900 0 10.564923 5.251213 1.000000 0 9.604475 -2.586041 0 2.788281 0.070958 0 0 0 -1.479889 -0.068503 -5.148369 -3.567011 1.423056 -6.331494 -2.958463 1.423056 0.972491 24.284457 -5.588591 22.076779 0 0 0 0.416896 4.834317 18.451330 -0.463919 0.988448 6.588543 ezeta2 0.793249 -0.778046 -0.252356 -0.252356 0.999187 0.256429 0.776280 5.116594 0 0 0.399938 0 5.399483 0 0 -0.012510 -2.376777 -2.866740 0.072476 0.433317 3.454652 6.544377 -0.778046 0.015203 0 -0.320503 -0.607150 3.775155 7.151527 0 0 -0.437279 -1.375043 -0.437279 -6.299273 -4.502486 -4.764209 -0.479158 -0.219817 -1.592505 0.971609 0.130419 0.130507 0.410386 0.130507 -2.832234 -2.376777 -2.866740 0.999187 0.793249 0.256429 -0.252356 0.776280 0 0 0 0 0 0 0 -0.106572 -0.064127 0.004073 0.004073 1.478344 0 0.987490 -2.473135 -2.276570 -0.183953 0.176888 -3.082166 -2.662893 -0.008515 5.116594 5.143054 0 11.043645 5.399483 0 1.000000 10.039678 -2.699746 0 2.877545 0.072476 0 0 0 -1.527266 -0.070696 -5.302502 -3.670519 1.468613 -6.552785 -3.071770 1.468613 0.971609 25.062825 -5.767712 22.784386 0 0 0 0.433317 4.966166 19.042800 -0.479158 0.999187 6.921712 ey_star 0.169735 -0.158457 0.051671 0.051671 0.226658 -0.020426 0.014088 0.529595 1.000000 0 0.044184 0 -0.488099 0 0 -0.004918 0.008281 0.049941 0.001651 -0.041656 -0.012036 -0.208718 -0.158457 0.011278 0 0.001117 0.019364 -0.013153 -0.228082 0 0 0.098696 0.310354 0.098696 0.143146 0.143597 0.157856 0.133403 0.071077 0.337973 -0.003139 0.064488 0.053421 0.167985 0.053421 -0.081560 0.008281 0.049941 0.226658 0.169735 -0.020426 0.051671 0.014088 0 0 0 0 0 0 0 0.003531 0.001117 0.031245 0.031245 0.093255 0 -0.004918 0.019845 -0.003746 0.022077 -0.021229 0.075795 0.025476 0.001022 0.529595 -0.467672 1.000000 4.341809 -0.488099 0 0 3.947099 0.040663 0 0.378831 0.001651 0 0 0 0.329687 0.015261 0.316294 -0.035998 -0.317026 0.543952 -0.207486 -0.317026 -0.003139 2.770713 0.401002 2.518830 0 0 0 -0.041656 -0.446443 2.598990 0.133403 0.226658 3.760060 epistar -0.036039 0.034380 0.006864 0.006864 -0.045955 0.004206 -0.059100 -0.210840 0 1.000000 -0.069342 0 -1.214022 0 0 0.000423 0.106059 0.068120 0.005488 0.002972 -0.154158 0 0.034380 -0.001659 0 0.014302 0 -0.168460 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.003119 -0.007039 -0.022135 -0.007039 0.169372 0.106059 0.068120 -0.045955 -0.036039 0.004206 0.006864 -0.059100 0 0 0 0 0 0 0 0 0.001524 0.011070 0.011070 -0.045955 0 0.000423 0.106731 0.105361 0.001283 -0.001234 0.069622 0.066698 0.000059 -0.210840 -0.218227 0 -0.373779 -1.214022 0 0 -0.339799 0.092924 1.000000 0 0.005488 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.002972 -0.216994 0 0 -0.045955 -0.219909 eRstar 0.832623 -0.818634 -0.326886 -0.326886 1.041239 0.297231 0.846937 5.761113 0 0 0.407513 1.000000 6.075387 0 0 -0.015085 -2.889138 -3.376506 0.077357 0.508661 4.199370 7.458688 -0.818634 0.013989 0 -0.389594 -0.691974 4.588964 8.150662 0 0 -0.498831 -1.568595 -0.498831 -6.724945 -5.131525 -5.442385 -0.546741 -0.250875 -1.816550 0.967614 0.106167 0.122025 0.383712 0.122025 -3.068989 -2.889138 -3.376506 1.041239 0.832623 0.297231 -0.326886 0.846937 0 0 0 0 0 0 0 -0.121743 -0.075530 -0.029655 -0.029655 1.587980 1.000000 -0.015085 -3.004313 -2.769363 -0.219874 0.211430 -3.634000 -3.132853 -0.010178 5.761113 5.778156 0 13.316665 6.075387 0 0 12.106060 -3.238609 0 3.282436 0.077357 0 0 0 -1.742164 -0.080643 -6.044110 -4.182494 1.675258 -7.482627 -3.511808 1.675258 -0.032386 28.589733 -6.579359 25.990666 0 0 0 0.508661 5.566726 21.722582 -0.546741 1.041239 8.513740 eauxi 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.000000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 eauxi1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.000000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 epFstar -0.040679 0.031013 -0.056671 -0.056671 -0.059709 0.041566 0.030976 -0.026365 0 0 -0.029204 0 -0.021103 1.000000 0 0.004261 -0.098967 -0.166623 0.006347 0.075433 0.143849 0.199873 0.031013 -0.009665 0 -0.013346 -0.018543 0.157195 0.218416 0 0 -0.094758 -0.297972 -0.094758 -0.137262 -0.137511 -0.151207 -0.128090 -0.068250 -0.324480 0.003017 -0.026609 -0.023489 -0.073861 -0.023489 -0.036266 -0.098967 -0.166623 -0.059709 -0.040679 0.041566 -0.056671 0.030976 0 0 0 0 0 0 0 -0.003382 -0.003727 -0.015105 -0.015105 0.068381 0 0.004261 -0.117416 -0.079782 -0.035220 0.033867 -0.207868 -0.127594 -0.001630 -0.026365 -0.062669 0 -3.761364 -0.021103 0 0 -3.419422 -0.151072 0 -0.364127 0.006347 0 0 0 -0.316528 -0.014652 -0.303315 0.034915 0.304372 -0.521891 0.199553 -0.695628 0.003017 -2.663526 -0.384644 -2.421387 1.000000 0 0 0.075433 0.903464 -2.498044 -0.128090 -0.059709 -3.476431 epinfM -0.096383 -0.205114 -1.345619 -1.345619 -0.288861 1.355199 0.065010 -1.150881 0 0 -0.962387 0 -1.097398 0 0 -0.006669 0.043582 -0.935147 0.100811 2.561413 -0.063347 0 -0.205114 -0.301497 0 0.005877 0 -0.069224 0 0 0 0 0 0 0 0 0 0 0 0 0 -0.015768 -0.347928 -1.094074 -0.347928 -0.122992 0.043582 -0.935147 -0.288861 -0.096383 1.355199 -1.345619 0.065010 0 0 0 0 0 0 0 0 -0.020919 0.009580 0.009580 -0.288861 0 -0.006669 -0.613494 0.726901 -1.254388 1.206214 -2.404156 0.454902 -0.058064 -1.150881 -2.452597 0 5.887525 -1.097398 0 0 5.352296 -1.279771 0 0 0.100811 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.000000 1.000000 2.561413 -3.658811 0 0 -0.288861 5.031557 THEORETICAL MOMENTS VARIABLE MEAN STD. DEV. VARIANCE N 6.8541 2.2590 5.1029 URlog 8.5139 1.9153 3.6685 dwIMS 0.4040 1.1233 1.2619 dwINE 0.7538 2.5564 6.5350 dy 0.7538 1.5724 2.4723 pinfobs 1.9806 1.0181 1.0365 robs 2.5435 1.2324 1.5188 dxHstar 0.7538 3.1977 10.2252 dy_star 0.7538 0.9945 0.9891 pistar_obs 1.5142 3.6528 13.3430 rreal 0.0000 1.0146 1.0294 Rstar_obs 1.4642 0.4251 0.1807 piS_obs 0.4594 5.2449 27.5089 pFstar_obs 0.0000 9.8911 97.8337 dg 0.7538 4.4941 20.1969 xi_obs 0.6015 0.9600 0.9216 dc 0.7538 1.6747 2.8045 dinve 0.7538 5.5371 30.6599 piHobs 1.9806 0.6517 0.4247 piF_obs 1.9806 1.7185 2.9533 x 0.0000 4.2131 17.7503 xf 0.0000 5.1233 26.2487 u 0.0000 1.9153 3.6685 labstar 0.0000 0.8698 0.7566 ls 0.0000 1.0400 1.0817 z 0.0000 4.7203 22.2817 zf 0.0000 4.8048 23.0859 lam 0.0000 6.4559 41.6788 lamf 0.0000 7.1951 51.7697 ewma 0.0000 0.2832 0.0802 epinfma 0.0000 0.1721 0.0296 zcapf 0.0000 2.2321 4.9822 rkf 0.0000 7.0189 49.2652 kf 0.0000 5.9380 35.2602 pkf 0.0000 5.3202 28.3042 cf 0.0000 6.8652 47.1305 invef 0.0000 22.3367 498.9260 yf 0.0000 4.7562 22.6211 labf 0.0000 1.1118 1.2362 wf 0.0000 6.0346 36.4163 rrf 0.0000 1.3116 1.7204 mc 0.0000 2.0792 4.3233 zcap 0.0000 2.0978 4.4009 rk 0.0000 6.5968 43.5172 k 0.0000 6.2166 38.6464 pk 0.0000 4.0725 16.5851 c 0.0000 6.2496 39.0580 inve 0.0000 21.7975 475.1330 yH 0.0000 5.1852 26.8861 lab 0.0000 2.2590 5.1029 pinf 0.0000 1.0181 1.0365 w 0.0000 4.1340 17.0903 r 0.0000 1.2324 1.5188 a 0.0000 2.3078 5.3260 b 0.0000 0.9226 0.8511 g 0.0000 7.4726 55.8401 qs 0.0000 2.3959 5.7401 ms 0.0000 0.2327 0.0541 spinf 0.0000 0.1721 0.0296 sw 0.0000 0.2833 0.0803 kpf 0.0000 7.2468 52.5161 kp 0.0000 7.7084 59.4201 winfAWE 0.0000 1.1327 1.2831 winf 0.0000 0.7442 0.5539 ygap 0.0000 2.3860 5.6929 rstar 0.0000 0.4251 0.1807 xi 0.0000 1.0966 1.2025 xCF 0.0000 7.7230 59.6442 xCH 0.0000 5.6616 32.0534 pH 0.0000 4.9744 24.7450 pF 0.0000 4.7834 22.8808 xIF 0.0000 25.6903 659.9896 xIH 0.0000 19.0450 362.7120 pI 0.0000 0.2303 0.0530 xHstar 0.0000 8.6485 74.7974 rer 0.0000 7.5535 57.0549 y_star 0.0000 2.2484 5.0555 bstar 0.0000 794.3578 631004.2610 piS 0.0000 5.2449 27.5089 zeta 0.0000 0.6996 0.4894 zeta2 0.0000 1.3316 1.7733 tb 0.0000 46.3547 2148.7590 m 0.0000 13.7735 189.7093 pistar 0.0000 3.6528 13.3430 xHstarf 0.0000 9.4507 89.3155 pinfh 0.0000 0.6517 0.4247 unat 8.5139 6.3207 39.9513 auxi 0.0000 0.0000 0.0000 auxi1 0.0000 0.0000 0.0000 pHflex 0.0000 6.3189 39.9282 pIflex 0.0000 0.2925 0.0856 xCFf 0.0000 9.0566 82.0212 xCHf 0.0000 5.8385 34.0882 pFflex 0.0000 6.0762 36.9203 xIFf 0.0000 27.6545 764.7696 xIHf 0.0000 18.6607 348.2199 rerflex 0.0000 7.7729 60.4177 xif 0.0000 0.9674 0.9359 bstarf 0.0000 891.9217 795524.2733 mflex 0.0000 15.3528 235.7081 tbf 0.0000 52.9739 2806.2335 pFstar 0.0000 9.8911 97.8337 spinfM 0.0000 0.3008 0.0905 epinfMma 0.0000 0.2950 0.0870 pinfF 0.0000 1.7185 2.9533 mcF 0.0000 8.6631 75.0494 pYflex 0.0000 45.4200 2062.9783 yHf 0.0000 4.7562 22.6211 y 0.0000 5.1852 26.8861 pY 0.0000 41.2215 1699.2106 VARIANCE DECOMPOSITION (in percent) ea eb eg eqs em epinf ew els eIMS eINE ezeta ezeta2 ey_star epistar eRstar eauxi eauxi1 epFstar epinfM N 9.78 18.50 6.77 10.35 10.60 0.78 0.08 0.17 0.00 0.00 2.36 8.57 2.77 3.09 0.79 0.00 0.00 24.05 1.34 URlog 7.20 27.04 7.30 11.50 15.21 0.39 0.47 0.46 0.00 0.00 2.11 7.46 2.17 4.64 0.61 0.00 0.00 12.52 0.92 dwIMS 0.51 0.33 0.38 0.34 0.22 1.70 4.32 0.02 57.79 0.00 0.99 3.63 0.57 0.11 0.34 0.00 0.00 14.51 14.26 dwINE 0.10 0.06 0.07 0.06 0.04 0.33 0.83 0.00 0.00 91.85 0.19 0.70 0.11 0.02 0.06 0.00 0.00 2.80 2.75 dy 14.52 19.71 12.70 17.05 8.84 0.34 0.03 0.15 0.00 0.00 2.94 10.01 2.02 6.25 0.68 0.00 0.00 4.15 0.60 pinfobs 0.26 5.14 0.17 0.23 4.99 3.42 0.13 0.01 0.00 0.00 2.89 10.30 0.52 1.97 0.85 0.00 0.00 33.22 35.89 robs 1.98 42.25 1.06 4.19 0.46 0.11 0.05 0.06 0.00 0.00 6.99 24.18 0.15 3.34 1.77 0.00 0.00 10.94 2.47 dxHstar 12.02 12.21 2.38 0.71 5.37 0.20 0.00 0.10 0.00 0.00 10.89 37.42 2.84 11.67 2.68 0.00 0.00 0.32 1.18 dy_star 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 pistar_obs 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 rreal 4.58 34.53 2.53 5.04 4.92 0.74 0.01 0.13 0.00 0.00 3.23 10.89 0.55 8.37 0.71 0.00 0.00 9.07 14.69 Rstar_obs 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 piS_obs 4.52 4.89 0.94 0.25 2.21 0.36 0.01 0.04 0.00 0.00 4.28 14.71 0.82 65.12 1.06 0.00 0.00 0.34 0.47 pFstar_obs 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 dg 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 xi_obs 0.24 0.22 0.03 1.05 0.14 0.01 0.00 0.00 0.00 0.00 26.32 57.84 0.56 0.11 9.57 0.00 0.00 1.90 2.02 dc 8.69 12.61 2.40 5.77 5.17 0.35 0.00 0.11 0.00 0.00 8.99 31.84 0.18 5.70 2.67 0.00 0.00 11.88 3.65 dinve 0.41 0.87 0.11 69.61 0.49 0.02 0.00 0.00 0.00 0.00 3.49 12.46 0.15 0.33 1.01 0.00 0.00 9.53 1.53 piHobs 7.11 9.51 0.31 0.65 10.03 22.56 0.46 0.01 0.00 0.00 4.02 14.43 0.69 3.85 1.21 0.00 0.00 18.17 6.98 piF_obs 2.07 2.44 0.23 0.46 2.18 0.46 0.03 0.01 0.00 0.00 2.55 9.09 0.63 0.86 0.75 0.00 0.00 35.23 43.00 x 5.55 6.23 1.17 4.18 2.86 0.15 0.00 0.05 0.00 0.00 9.08 32.70 0.73 2.54 2.93 0.00 0.00 27.45 4.36 xf 1.67 0.00 0.08 1.68 0.00 0.00 0.00 0.00 0.00 0.00 17.56 61.12 0.70 0.00 4.68 0.00 0.00 12.52 0.00 u 7.20 27.04 7.30 11.50 15.21 0.39 0.47 0.46 0.00 0.00 2.11 7.46 2.17 4.64 0.61 0.00 0.00 12.52 0.92 labstar 18.40 0.22 2.05 3.92 0.07 1.50 0.99 6.13 0.00 0.00 4.11 15.63 2.35 0.10 1.85 0.00 0.00 37.59 5.10 ls 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 z 7.99 0.77 0.23 1.83 0.41 0.02 0.00 0.01 0.00 0.00 5.55 21.44 2.68 0.31 2.71 0.00 0.00 54.73 1.31 zf 8.49 0.00 0.18 1.57 0.00 0.00 0.00 0.00 0.00 0.00 9.27 34.27 2.27 0.00 3.55 0.00 0.00 40.38 0.00 lam 6.86 3.31 0.67 2.92 1.55 0.08 0.00 0.03 0.00 0.00 7.20 26.68 1.77 1.34 2.81 0.00 0.00 42.04 2.73 lamf 4.71 0.00 0.13 1.63 0.00 0.00 0.00 0.00 0.00 0.00 13.86 49.14 1.40 0.00 4.18 0.00 0.00 24.94 0.00 ewma 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 epinfma 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 zcapf 3.93 0.00 1.57 11.98 0.00 0.00 0.00 0.01 0.00 0.00 9.07 33.74 1.93 0.00 3.31 0.00 0.00 34.46 0.00 rkf 3.93 0.00 1.57 11.98 0.00 0.00 0.00 0.01 0.00 0.00 9.07 33.74 1.93 0.00 3.31 0.00 0.00 34.46 0.00 kf 2.61 0.00 0.27 10.35 0.00 0.00 0.00 0.00 0.00 0.00 8.48 32.47 2.25 0.00 3.65 0.00 0.00 39.92 0.00 pkf 0.05 0.00 0.01 8.07 0.00 0.00 0.00 0.00 0.00 0.00 18.19 62.22 0.38 0.00 4.26 0.00 0.00 6.81 0.00 cf 5.08 0.00 0.13 1.69 0.00 0.00 0.00 0.00 0.00 0.00 13.35 47.54 1.50 0.00 4.12 0.00 0.00 26.59 0.00 invef 1.16 0.00 0.07 13.91 0.00 0.00 0.00 0.00 0.00 0.00 13.51 48.88 0.97 0.00 4.17 0.00 0.00 17.32 0.00 yf 61.47 0.00 0.64 4.31 0.00 0.00 0.00 0.18 0.00 0.00 2.39 9.10 1.11 0.00 0.99 0.00 0.00 19.81 0.00 labf 10.13 0.00 3.78 4.57 0.00 0.00 0.00 2.56 0.00 0.00 5.14 18.68 2.83 0.00 1.77 0.00 0.00 50.55 0.00 wf 0.52 0.00 2.20 2.59 0.00 0.00 0.00 0.15 0.00 0.00 7.40 26.62 3.10 0.00 2.27 0.00 0.00 55.16 0.00 rrf 0.06 49.47 0.01 0.61 0.00 0.00 0.00 0.00 0.00 0.00 10.79 35.81 0.06 0.00 2.20 0.00 0.00 1.00 0.00 mc 36.14 10.73 0.89 0.81 7.54 14.73 2.35 0.00 0.00 0.00 0.60 1.94 0.37 2.17 0.10 0.00 0.00 4.68 16.96 zcap 5.41 1.72 1.13 14.27 1.02 0.51 0.17 0.00 0.00 0.00 6.96 26.74 1.83 0.32 2.97 0.00 0.00 34.64 2.30 rk 5.41 1.72 1.13 14.27 1.02 0.51 0.17 0.00 0.00 0.00 6.96 26.74 1.83 0.32 2.97 0.00 0.00 34.64 2.30 k 1.95 0.44 0.09 10.78 0.30 0.11 0.02 0.00 0.00 0.00 6.14 24.13 2.13 0.14 2.99 0.00 0.00 49.64 1.13 pk 2.39 8.64 1.09 16.97 4.08 0.14 0.01 0.06 0.00 0.00 8.70 30.22 0.23 3.47 2.19 0.00 0.00 15.27 6.54 c 6.74 2.69 0.55 2.73 1.31 0.07 0.00 0.02 0.00 0.00 7.08 26.34 1.88 1.05 2.82 0.00 0.00 44.06 2.67 inve 1.22 0.61 0.09 14.17 0.39 0.04 0.00 0.00 0.00 0.00 9.19 34.02 0.95 0.25 3.18 0.00 0.00 33.78 2.11 yH 42.59 6.44 2.26 7.20 3.78 0.36 0.02 0.05 0.00 0.00 2.02 7.79 1.53 1.17 0.88 0.00 0.00 22.92 0.98 lab 9.78 18.50 6.77 10.35 10.60 0.78 0.08 0.17 0.00 0.00 2.36 8.57 2.77 3.09 0.79 0.00 0.00 24.05 1.34 pinf 0.26 5.14 0.17 0.23 4.99 3.42 0.13 0.01 0.00 0.00 2.89 10.30 0.52 1.97 0.85 0.00 0.00 33.22 35.89 w 1.06 0.44 0.66 1.18 0.33 1.23 0.89 0.03 0.00 0.00 3.90 14.80 3.26 0.16 1.57 0.00 0.00 63.93 6.57 r 1.98 42.25 1.06 4.19 0.46 0.11 0.05 0.06 0.00 0.00 6.99 24.18 0.15 3.34 1.77 0.00 0.00 10.94 2.47 a 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 b 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 g 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 qs 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 ms 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 spinf 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 sw 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 kpf 3.56 0.00 0.12 13.03 0.00 0.00 0.00 0.00 0.00 0.00 9.15 35.12 1.87 0.00 3.96 0.00 0.00 33.19 0.00 kp 2.71 0.14 0.05 13.08 0.10 0.03 0.00 0.00 0.00 0.00 6.83 26.76 1.85 0.06 3.27 0.00 0.00 44.30 0.81 winfAWE 0.26 5.38 0.28 0.31 4.84 1.10 4.30 0.01 56.83 0.00 1.17 4.15 0.31 1.77 0.34 0.00 0.00 7.23 11.74 winf 0.60 12.46 0.64 0.73 11.21 2.54 9.96 0.03 0.00 0.00 2.71 9.61 0.71 4.09 0.78 0.00 0.00 16.74 27.20 ygap 6.94 30.43 2.94 5.82 17.84 1.72 0.10 0.15 0.00 0.00 3.10 10.42 0.52 5.50 0.67 0.00 0.00 9.23 4.61 rstar 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 xi 0.18 0.17 0.03 0.80 0.11 0.01 0.00 0.00 0.00 0.00 20.17 67.69 0.43 0.08 7.33 0.00 0.00 1.46 1.55 xCF 1.22 1.59 0.29 1.62 0.76 0.14 0.00 0.01 0.00 0.00 6.79 25.14 2.06 0.71 2.58 0.00 0.00 51.29 5.79 xCH 25.09 3.79 1.02 5.26 1.91 0.14 0.01 0.03 0.00 0.00 5.96 22.40 1.35 1.30 2.55 0.00 0.00 27.94 1.27 pH 23.83 0.42 0.46 3.57 0.31 0.54 0.02 0.01 0.00 0.00 3.34 12.42 1.47 0.10 1.19 0.00 0.00 39.34 12.99 pF 23.83 0.42 0.46 3.57 0.31 0.54 0.02 0.01 0.00 0.00 3.34 12.42 1.47 0.10 1.19 0.00 0.00 39.34 12.99 xIF 0.21 0.36 0.04 10.67 0.23 0.03 0.00 0.00 0.00 0.00 8.57 31.65 1.19 0.18 2.94 0.00 0.00 40.14 3.79 xIH 6.86 0.99 0.25 18.37 0.65 0.14 0.01 0.01 0.00 0.00 9.26 34.37 0.62 0.34 3.25 0.00 0.00 23.79 1.11 pI 23.83 0.42 0.46 3.57 0.31 0.54 0.02 0.01 0.00 0.00 3.34 12.42 1.47 0.10 1.19 0.00 0.00 39.34 12.99 xHstar 33.55 4.19 1.27 4.68 2.45 0.10 0.01 0.04 0.00 0.00 8.93 32.10 1.18 1.23 2.74 0.00 0.00 4.94 2.60 rer 15.45 4.74 1.05 1.84 2.64 0.08 0.00 0.04 0.00 0.00 7.01 24.75 1.79 1.49 1.97 0.00 0.00 22.22 14.93 y_star 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 bstar 0.27 0.25 0.04 1.19 0.16 0.01 0.00 0.00 0.00 0.00 16.13 65.84 0.63 0.12 10.89 0.00 0.00 2.17 2.30 piS 4.52 4.89 0.94 0.25 2.21 0.36 0.01 0.04 0.00 0.00 4.28 14.71 0.82 65.12 1.06 0.00 0.00 0.34 0.47 zeta 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 zeta2 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 tb 0.51 1.04 0.15 5.10 0.57 0.08 0.00 0.01 0.00 0.00 11.50 42.58 2.02 0.44 4.10 0.00 0.00 25.03 6.90 m 0.32 0.65 0.09 3.61 0.36 0.06 0.00 0.00 0.00 0.00 8.38 30.99 1.53 0.31 2.97 0.00 0.00 45.99 4.74 pistar 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 xHstarf 33.25 0.00 3.11 6.52 0.00 0.00 0.00 0.13 0.00 0.00 9.84 35.40 0.47 0.00 2.96 0.00 0.00 8.32 0.00 pinfh 7.11 9.51 0.31 0.65 10.03 22.56 0.46 0.01 0.00 0.00 4.02 14.43 0.69 3.85 1.21 0.00 0.00 18.17 6.98 unat 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 auxi 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 auxi1 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 pHflex 20.95 0.00 1.96 4.11 0.00 0.00 0.00 0.08 0.00 0.00 6.20 22.31 2.26 0.00 1.87 0.00 0.00 40.27 0.00 pIflex 20.95 0.00 1.96 4.11 0.00 0.00 0.00 0.08 0.00 0.00 6.20 22.31 2.26 0.00 1.87 0.00 0.00 40.27 0.00 xCFf 0.32 0.00 0.13 1.07 0.00 0.00 0.00 0.01 0.00 0.00 12.74 45.35 1.94 0.00 3.83 0.00 0.00 34.61 0.00 xCHf 27.82 0.00 1.38 4.91 0.00 0.00 0.00 0.05 0.00 0.00 10.00 35.81 0.89 0.00 3.29 0.00 0.00 15.85 0.00 pFflex 20.95 0.00 1.96 4.11 0.00 0.00 0.00 0.08 0.00 0.00 6.20 22.31 2.26 0.00 1.87 0.00 0.00 40.27 0.00 xIFf 0.36 0.00 0.10 11.30 0.00 0.00 0.00 0.00 0.00 0.00 12.78 46.12 1.35 0.00 3.89 0.00 0.00 24.09 0.00 xIHf 8.57 0.00 0.56 16.52 0.00 0.00 0.00 0.02 0.00 0.00 12.90 46.91 0.56 0.00 4.08 0.00 0.00 9.89 0.00 rerflex 12.80 0.00 1.20 2.51 0.00 0.00 0.00 0.05 0.00 0.00 3.79 13.63 1.38 0.00 1.14 0.00 0.00 63.50 0.00 xif 0.12 0.00 0.02 1.12 0.00 0.00 0.00 0.00 0.00 0.00 19.83 65.83 0.10 0.00 11.16 0.00 0.00 1.83 0.00 bstarf 0.11 0.00 0.02 1.03 0.00 0.00 0.00 0.00 0.00 0.00 17.47 69.38 0.09 0.00 10.23 0.00 0.00 1.68 0.00 mflex 0.25 0.00 0.12 4.90 0.00 0.00 0.00 0.01 0.00 0.00 13.12 47.17 1.62 0.00 4.00 0.00 0.00 28.81 0.00 tbf 0.25 0.00 0.13 6.40 0.00 0.00 0.00 0.01 0.00 0.00 17.20 61.82 0.47 0.00 5.24 0.00 0.00 8.49 0.00 pFstar 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 spinfM 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 epinfMma 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 pinfF 2.07 2.44 0.23 0.46 2.18 0.46 0.03 0.01 0.00 0.00 2.55 9.09 0.63 0.86 0.75 0.00 0.00 35.23 43.00 mcF 3.01 2.97 0.53 0.11 1.57 0.35 0.00 0.02 0.00 0.00 3.26 11.28 0.63 1.02 0.83 0.00 0.00 46.77 27.65 pYflex 0.39 0.00 0.06 6.04 0.00 0.00 0.00 0.00 0.00 0.00 16.34 58.78 0.70 0.00 5.01 0.00 0.00 12.66 0.00 yHf 61.47 0.00 0.64 4.31 0.00 0.00 0.00 0.18 0.00 0.00 2.39 9.10 1.11 0.00 0.99 0.00 0.00 19.81 0.00 y 42.59 6.44 2.26 7.20 3.78 0.36 0.02 0.05 0.00 0.00 2.02 7.79 1.53 1.17 0.88 0.00 0.00 22.92 0.98 pY 1.12 1.40 0.20 5.00 0.77 0.07 0.00 0.01 0.00 0.00 10.16 37.73 2.32 0.45 3.67 0.00 0.00 30.17 6.91 CONDITIONAL VARIANCE DECOMPOSITION (in percent) Period 10: ea eb eg eqs em epinf ew els eIMS eINE ezeta ezeta2 ey_star epistar eRstar eauxi eauxi1 epFstar epinfM N 10.26 23.02 8.51 11.70 13.23 0.93 0.06 0.21 0.00 0.00 1.22 4.30 2.90 3.82 0.34 0.00 0.00 18.39 1.11 URlog 7.73 28.97 7.83 11.85 16.32 0.37 0.43 0.50 0.00 0.00 1.66 5.83 2.24 4.96 0.46 0.00 0.00 10.25 0.59 dwIMS 0.50 0.28 0.37 0.28 0.18 1.73 4.54 0.02 60.91 0.00 0.65 2.41 0.51 0.10 0.24 0.00 0.00 12.62 14.66 dwINE 0.09 0.05 0.07 0.05 0.03 0.32 0.84 0.00 0.00 92.77 0.12 0.45 0.10 0.02 0.04 0.00 0.00 2.34 2.71 dy 14.41 19.93 12.89 17.27 8.91 0.32 0.03 0.16 0.00 0.00 2.92 9.92 2.04 6.32 0.68 0.00 0.00 3.74 0.48 pinfobs 0.24 5.36 0.16 0.08 5.04 3.57 0.14 0.01 0.00 0.00 2.96 10.53 0.51 1.93 0.86 0.00 0.00 34.10 34.52 robs 2.17 41.86 1.15 4.48 0.37 0.11 0.05 0.06 0.00 0.00 7.21 24.76 0.05 3.58 1.75 0.00 0.00 11.38 1.03 dxHstar 12.09 12.41 2.42 0.66 5.45 0.20 0.00 0.10 0.00 0.00 10.80 37.08 2.88 11.88 2.65 0.00 0.00 0.20 1.16 dy_star 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 pistar_obs 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 rreal 5.15 32.77 2.88 5.53 5.58 0.83 0.01 0.15 0.00 0.00 2.95 9.76 0.58 9.50 0.58 0.00 0.00 7.42 16.32 Rstar_obs 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 piS_obs 4.52 4.90 0.95 0.22 2.21 0.36 0.01 0.04 0.00 0.00 4.25 14.61 0.82 65.30 1.05 0.00 0.00 0.31 0.46 pFstar_obs 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 dg 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 xi_obs 0.22 0.39 0.06 1.86 0.22 0.02 0.00 0.00 0.00 0.00 76.62 11.00 0.79 0.17 0.99 0.00 0.00 5.24 2.41 dc 8.97 13.04 2.48 5.87 5.34 0.36 0.00 0.11 0.00 0.00 8.94 31.67 0.17 5.89 2.66 0.00 0.00 11.05 3.45 dinve 0.41 0.88 0.11 75.88 0.49 0.01 0.00 0.01 0.00 0.00 2.70 9.70 0.12 0.33 0.81 0.00 0.00 7.41 1.15 piHobs 7.06 11.54 0.08 0.52 11.57 28.41 0.58 0.00 0.00 0.00 3.08 10.70 0.09 4.27 0.76 0.00 0.00 15.79 5.54 piF_obs 2.13 2.65 0.25 0.31 2.35 0.50 0.03 0.01 0.00 0.00 2.42 8.68 0.65 0.90 0.73 0.00 0.00 34.49 43.89 x 6.44 6.97 1.33 3.54 3.15 0.18 0.00 0.06 0.00 0.00 8.65 31.36 0.64 2.83 2.92 0.00 0.00 28.86 3.06 xf 1.73 0.00 0.09 1.10 0.00 0.00 0.00 0.00 0.00 0.00 17.32 60.56 0.77 0.00 4.78 0.00 0.00 13.65 0.00 u 7.73 28.97 7.83 11.85 16.32 0.37 0.43 0.50 0.00 0.00 1.66 5.83 2.24 4.96 0.46 0.00 0.00 10.25 0.59 labstar 16.54 0.38 4.92 2.27 0.08 4.25 3.01 19.08 0.00 0.00 0.38 1.18 2.49 0.18 0.07 0.00 0.00 31.11 14.06 ls 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 z 6.28 3.30 0.77 2.50 1.71 0.02 0.00 0.03 0.00 0.00 9.75 35.63 0.52 1.29 3.41 0.00 0.00 32.80 2.00 zf 2.07 0.00 0.11 1.19 0.00 0.00 0.00 0.00 0.00 0.00 16.34 58.14 0.92 0.00 4.92 0.00 0.00 16.32 0.00 lam 6.04 4.61 0.95 2.70 2.16 0.10 0.00 0.04 0.00 0.00 8.92 32.64 0.69 1.87 3.15 0.00 0.00 33.79 2.34 lamf 2.12 0.00 0.11 1.14 0.00 0.00 0.00 0.00 0.00 0.00 16.42 58.12 0.92 0.00 4.84 0.00 0.00 16.35 0.00 ewma 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 epinfma 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 zcapf 1.46 0.00 4.30 11.87 0.00 0.00 0.00 0.01 0.00 0.00 4.19 14.89 3.29 0.00 1.23 0.00 0.00 58.75 0.00 rkf 1.46 0.00 4.30 11.87 0.00 0.00 0.00 0.01 0.00 0.00 4.19 14.89 3.29 0.00 1.23 0.00 0.00 58.75 0.00 kf 0.18 0.00 0.83 24.42 0.00 0.00 0.00 0.00 0.00 0.00 9.28 33.45 1.54 0.00 2.82 0.00 0.00 27.47 0.00 pkf 0.02 0.00 0.01 7.42 0.00 0.00 0.00 0.00 0.00 0.00 18.35 62.80 0.37 0.00 4.31 0.00 0.00 6.70 0.00 cf 2.19 0.00 0.11 1.17 0.00 0.00 0.00 0.00 0.00 0.00 16.23 57.62 0.95 0.00 4.85 0.00 0.00 16.89 0.00 invef 0.56 0.00 0.06 17.96 0.00 0.00 0.00 0.00 0.00 0.00 13.66 49.52 0.74 0.00 4.23 0.00 0.00 13.27 0.00 yf 61.47 0.00 1.19 6.02 0.00 0.00 0.00 0.35 0.00 0.00 2.21 8.04 1.06 0.00 0.69 0.00 0.00 18.98 0.00 labf 3.96 0.00 6.65 5.29 0.00 0.00 0.00 4.70 0.00 0.00 1.83 6.56 3.73 0.00 0.54 0.00 0.00 66.73 0.00 wf 0.65 0.00 2.88 2.11 0.00 0.00 0.00 0.20 0.00 0.00 7.40 26.63 3.07 0.00 2.28 0.00 0.00 54.78 0.00 rrf 0.02 49.43 0.01 0.45 0.00 0.00 0.00 0.00 0.00 0.00 10.97 36.28 0.03 0.00 2.19 0.00 0.00 0.62 0.00 mc 37.68 10.77 0.91 0.69 7.34 15.00 2.45 0.00 0.00 0.00 0.40 1.26 0.36 2.01 0.06 0.00 0.00 3.63 17.43 zcap 7.21 7.39 4.69 18.72 4.42 2.19 0.80 0.01 0.00 0.00 0.47 1.82 3.27 1.26 0.22 0.00 0.00 40.27 7.24 rk 7.21 7.39 4.69 18.72 4.42 2.19 0.80 0.01 0.00 0.00 0.47 1.82 3.27 1.26 0.22 0.00 0.00 40.27 7.24 k 0.57 2.39 0.51 32.96 1.55 0.43 0.13 0.00 0.00 0.00 4.87 17.94 1.05 0.66 1.65 0.00 0.00 32.18 3.10 pk 2.48 9.05 1.15 16.93 4.26 0.15 0.01 0.06 0.00 0.00 8.82 30.60 0.19 3.64 2.21 0.00 0.00 14.28 6.19 c 5.85 3.94 0.83 2.48 1.92 0.08 0.00 0.03 0.00 0.00 9.03 33.06 0.70 1.54 3.20 0.00 0.00 35.02 2.31 inve 1.06 0.73 0.13 20.87 0.49 0.04 0.00 0.00 0.00 0.00 8.90 32.64 0.47 0.30 2.92 0.00 0.00 29.92 1.54 yH 32.78 11.64 4.10 11.55 6.81 0.63 0.02 0.09 0.00 0.00 1.56 5.70 1.81 2.09 0.51 0.00 0.00 19.27 1.44 lab 10.26 23.02 8.51 11.70 13.23 0.93 0.06 0.21 0.00 0.00 1.22 4.30 2.90 3.82 0.34 0.00 0.00 18.39 1.11 pinf 0.24 5.36 0.16 0.08 5.04 3.57 0.14 0.01 0.00 0.00 2.96 10.53 0.51 1.93 0.86 0.00 0.00 34.10 34.52 w 1.40 0.71 0.97 0.21 0.53 1.98 1.61 0.04 0.00 0.00 3.17 12.04 2.56 0.25 1.28 0.00 0.00 62.07 11.17 r 2.17 41.86 1.15 4.48 0.37 0.11 0.05 0.06 0.00 0.00 7.21 24.76 0.05 3.58 1.75 0.00 0.00 11.38 1.03 a 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 b 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 g 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 qs 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 ms 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 spinf 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 sw 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 kpf 0.30 0.00 0.03 45.78 0.00 0.00 0.00 0.00 0.00 0.00 9.36 33.64 0.43 0.00 2.78 0.00 0.00 7.68 0.00 kp 0.71 0.60 0.11 53.50 0.40 0.02 0.00 0.00 0.00 0.00 5.46 19.86 0.21 0.24 1.72 0.00 0.00 16.03 1.14 winfAWE 0.21 5.61 0.21 0.21 5.01 1.13 4.51 0.01 59.65 0.00 0.80 2.73 0.13 1.80 0.18 0.00 0.00 6.81 10.99 winf 0.52 13.90 0.53 0.51 12.42 2.80 11.17 0.03 0.00 0.00 1.98 6.76 0.32 4.47 0.45 0.00 0.00 16.89 27.24 ygap 7.35 32.17 3.11 6.08 18.82 1.75 0.05 0.16 0.00 0.00 3.15 10.56 0.52 5.77 0.68 0.00 0.00 5.85 3.99 rstar 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 xi 0.06 0.11 0.02 0.54 0.06 0.01 0.00 0.00 0.00 0.00 22.28 74.12 0.23 0.05 0.29 0.00 0.00 1.52 0.70 xCF 1.62 2.13 0.39 1.98 1.00 0.19 0.00 0.02 0.00 0.00 7.73 28.36 1.01 0.94 2.75 0.00 0.00 45.17 6.70 xCH 19.48 6.93 1.80 3.14 3.51 0.22 0.01 0.06 0.00 0.00 9.18 33.54 0.22 2.38 3.24 0.00 0.00 15.61 0.68 pH 12.72 0.60 0.54 1.15 0.40 0.98 0.02 0.01 0.00 0.00 2.25 8.26 1.35 0.09 0.78 0.00 0.00 48.01 22.84 pF 12.72 0.60 0.54 1.15 0.40 0.98 0.02 0.01 0.00 0.00 2.25 8.26 1.35 0.09 0.78 0.00 0.00 48.01 22.84 xIF 0.06 0.35 0.03 14.72 0.23 0.03 0.00 0.00 0.00 0.00 8.28 30.34 0.70 0.18 2.73 0.00 0.00 38.03 4.31 xIH 4.46 1.33 0.36 28.19 0.91 0.19 0.00 0.01 0.00 0.00 8.96 32.84 0.22 0.45 2.92 0.00 0.00 19.06 0.09 pI 12.72 0.60 0.54 1.15 0.40 0.98 0.02 0.01 0.00 0.00 2.25 8.26 1.35 0.09 0.78 0.00 0.00 48.01 22.84 xHstar 24.55 7.05 1.90 2.10 4.04 0.18 0.01 0.06 0.00 0.00 11.07 39.24 1.89 1.99 3.21 0.00 0.00 0.06 2.65 rer 12.06 6.27 1.33 0.88 3.46 0.10 0.00 0.05 0.00 0.00 8.16 28.60 2.06 1.95 2.23 0.00 0.00 14.10 18.75 y_star 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 bstar 0.82 1.47 0.21 7.06 0.84 0.08 0.00 0.01 0.00 0.00 11.45 41.68 3.01 0.64 3.75 0.00 0.00 19.86 9.13 piS 4.52 4.90 0.95 0.22 2.21 0.36 0.01 0.04 0.00 0.00 4.25 14.61 0.82 65.30 1.05 0.00 0.00 0.31 0.46 zeta 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 zeta2 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 tb 0.65 1.18 0.18 5.80 0.64 0.09 0.00 0.01 0.00 0.00 10.49 38.53 2.47 0.49 3.58 0.00 0.00 28.59 7.31 m 0.39 0.80 0.12 4.49 0.44 0.07 0.00 0.00 0.00 0.00 8.58 31.50 0.87 0.38 2.92 0.00 0.00 43.92 5.51 pistar 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 xHstarf 31.22 0.00 5.11 4.32 0.00 0.00 0.00 0.21 0.00 0.00 9.96 35.77 0.55 0.00 3.05 0.00 0.00 9.80 0.00 pinfh 7.06 11.54 0.08 0.52 11.57 28.41 0.58 0.00 0.00 0.00 3.08 10.70 0.09 4.27 0.76 0.00 0.00 15.79 5.54 unat 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 auxi 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 auxi1 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 pHflex 17.06 0.00 2.79 2.36 0.00 0.00 0.00 0.12 0.00 0.00 5.44 19.54 2.70 0.00 1.67 0.00 0.00 48.32 0.00 pIflex 17.06 0.00 2.79 2.36 0.00 0.00 0.00 0.12 0.00 0.00 5.44 19.54 2.70 0.00 1.67 0.00 0.00 48.32 0.00 xCFf 0.18 0.00 0.15 0.82 0.00 0.00 0.00 0.01 0.00 0.00 14.05 50.01 1.62 0.00 4.23 0.00 0.00 28.93 0.00 xCHf 20.33 0.00 2.08 3.25 0.00 0.00 0.00 0.08 0.00 0.00 15.02 53.07 0.09 0.00 4.43 0.00 0.00 1.66 0.00 pFflex 17.06 0.00 2.79 2.36 0.00 0.00 0.00 0.12 0.00 0.00 5.44 19.54 2.70 0.00 1.67 0.00 0.00 48.32 0.00 xIFf 0.42 0.00 0.13 13.35 0.00 0.00 0.00 0.01 0.00 0.00 12.78 46.28 1.22 0.00 3.96 0.00 0.00 21.85 0.00 xIHf 5.78 0.00 0.73 23.17 0.00 0.00 0.00 0.03 0.00 0.00 13.09 47.52 0.30 0.00 4.05 0.00 0.00 5.34 0.00 rerflex 9.33 0.00 1.53 1.29 0.00 0.00 0.00 0.06 0.00 0.00 2.98 10.69 1.48 0.00 0.91 0.00 0.00 71.73 0.00 xif 0.04 0.00 0.02 0.92 0.00 0.00 0.00 0.00 0.00 0.00 22.47 74.33 0.07 0.00 0.87 0.00 0.00 1.28 0.00 bstarf 0.27 0.00 0.10 5.57 0.00 0.00 0.00 0.00 0.00 0.00 17.64 63.06 0.43 0.00 5.23 0.00 0.00 7.70 0.00 mflex 0.34 0.00 0.14 5.16 0.00 0.00 0.00 0.01 0.00 0.00 13.66 49.18 1.45 0.00 4.21 0.00 0.00 25.86 0.00 tbf 0.29 0.00 0.14 6.44 0.00 0.00 0.00 0.01 0.00 0.00 16.92 60.93 0.53 0.00 5.21 0.00 0.00 9.53 0.00 pFstar 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 spinfM 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 epinfMma 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 pinfF 2.13 2.65 0.25 0.31 2.35 0.50 0.03 0.01 0.00 0.00 2.42 8.68 0.65 0.90 0.73 0.00 0.00 34.49 43.89 mcF 3.03 2.99 0.53 0.10 1.59 0.35 0.00 0.02 0.00 0.00 3.25 11.27 0.63 1.03 0.84 0.00 0.00 46.95 27.40 pYflex 0.12 0.00 0.05 6.23 0.00 0.00 0.00 0.00 0.00 0.00 15.83 57.00 0.84 0.00 4.88 0.00 0.00 15.05 0.00 yHf 61.47 0.00 1.19 6.02 0.00 0.00 0.00 0.35 0.00 0.00 2.21 8.04 1.06 0.00 0.69 0.00 0.00 18.98 0.00 y 32.78 11.64 4.10 11.55 6.81 0.63 0.02 0.09 0.00 0.00 1.56 5.70 1.81 2.09 0.51 0.00 0.00 19.27 1.44 pY 1.34 1.63 0.25 5.80 0.90 0.08 0.00 0.01 0.00 0.00 8.70 32.01 2.83 0.51 2.99 0.00 0.00 35.75 7.19 Period 40: ea eb eg eqs em epinf ew els eIMS eINE ezeta ezeta2 ey_star epistar eRstar eauxi eauxi1 epFstar epinfM N 9.67 19.26 7.05 10.66 11.03 0.81 0.08 0.18 0.00 0.00 2.32 8.35 2.70 3.21 0.72 0.00 0.00 22.68 1.28 URlog 7.20 27.06 7.31 11.51 15.22 0.39 0.47 0.46 0.00 0.00 2.10 7.45 2.17 4.64 0.60 0.00 0.00 12.51 0.91 dwIMS 0.50 0.33 0.38 0.33 0.22 1.70 4.33 0.02 57.82 0.00 0.98 3.59 0.56 0.11 0.34 0.00 0.00 14.52 14.27 dwINE 0.10 0.06 0.07 0.06 0.04 0.33 0.83 0.00 0.00 91.86 0.19 0.69 0.11 0.02 0.06 0.00 0.00 2.80 2.75 dy 14.49 19.72 12.70 17.06 8.84 0.34 0.03 0.15 0.00 0.00 2.94 10.01 2.02 6.26 0.68 0.00 0.00 4.14 0.60 pinfobs 0.24 5.15 0.17 0.23 5.00 3.43 0.13 0.01 0.00 0.00 2.89 10.27 0.51 1.97 0.84 0.00 0.00 33.29 35.87 robs 1.99 42.39 1.06 4.20 0.46 0.11 0.05 0.06 0.00 0.00 7.00 24.18 0.11 3.35 1.76 0.00 0.00 10.87 2.40 dxHstar 12.01 12.22 2.39 0.70 5.38 0.20 0.00 0.10 0.00 0.00 10.89 37.41 2.84 11.69 2.68 0.00 0.00 0.31 1.18 dy_star 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 pistar_obs 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 rreal 4.57 34.59 2.54 5.04 4.93 0.74 0.01 0.13 0.00 0.00 3.23 10.89 0.55 8.39 0.70 0.00 0.00 8.97 14.71 Rstar_obs 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 piS_obs 4.52 4.89 0.94 0.24 2.21 0.36 0.01 0.04 0.00 0.00 4.28 14.70 0.82 65.14 1.06 0.00 0.00 0.33 0.46 pFstar_obs 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 dg 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 xi_obs 0.26 0.25 0.04 1.21 0.16 0.01 0.00 0.00 0.00 0.00 30.41 55.45 0.63 0.12 6.94 0.00 0.00 2.19 2.33 dc 8.69 12.62 2.40 5.77 5.17 0.35 0.00 0.11 0.00 0.00 8.99 31.85 0.18 5.70 2.67 0.00 0.00 11.84 3.65 dinve 0.41 0.87 0.11 69.68 0.49 0.02 0.00 0.00 0.00 0.00 3.47 12.41 0.15 0.33 1.01 0.00 0.00 9.53 1.53 piHobs 6.82 9.59 0.30 0.64 10.12 22.76 0.46 0.01 0.00 0.00 4.02 14.43 0.65 3.88 1.21 0.00 0.00 18.31 6.79 piF_obs 2.06 2.44 0.23 0.46 2.18 0.46 0.03 0.01 0.00 0.00 2.53 9.01 0.62 0.86 0.74 0.00 0.00 35.29 43.06 x 5.51 6.37 1.20 4.21 2.93 0.15 0.00 0.05 0.00 0.00 9.18 32.94 0.67 2.59 2.90 0.00 0.00 26.85 4.43 xf 1.55 0.00 0.08 1.66 0.00 0.00 0.00 0.00 0.00 0.00 17.71 61.61 0.67 0.00 4.69 0.00 0.00 12.02 0.00 u 7.20 27.06 7.31 11.51 15.22 0.39 0.47 0.46 0.00 0.00 2.10 7.45 2.17 4.64 0.60 0.00 0.00 12.51 0.91 labstar 19.57 0.28 2.68 3.95 0.08 1.95 1.29 8.03 0.00 0.00 4.46 16.68 1.82 0.12 1.79 0.00 0.00 31.21 6.09 ls 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 z 7.34 0.96 0.28 1.43 0.51 0.02 0.00 0.01 0.00 0.00 5.86 22.56 2.21 0.38 2.85 0.00 0.00 54.43 1.17 zf 6.88 0.00 0.19 1.15 0.00 0.00 0.00 0.00 0.00 0.00 10.17 37.43 2.15 0.00 3.89 0.00 0.00 38.15 0.00 lam 6.68 3.57 0.72 2.93 1.67 0.09 0.00 0.03 0.00 0.00 7.19 26.51 1.61 1.45 2.76 0.00 0.00 41.98 2.81 lamf 4.14 0.00 0.13 1.56 0.00 0.00 0.00 0.00 0.00 0.00 14.25 50.32 1.35 0.00 4.22 0.00 0.00 24.02 0.00 ewma 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 epinfma 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 zcapf 2.69 0.00 1.74 12.98 0.00 0.00 0.00 0.01 0.00 0.00 9.70 36.03 1.77 0.00 3.39 0.00 0.00 31.68 0.00 rkf 2.69 0.00 1.74 12.98 0.00 0.00 0.00 0.01 0.00 0.00 9.70 36.03 1.77 0.00 3.39 0.00 0.00 31.68 0.00 kf 1.39 0.00 0.29 11.41 0.00 0.00 0.00 0.00 0.00 0.00 8.95 34.63 2.10 0.00 3.97 0.00 0.00 37.26 0.00 pkf 0.05 0.00 0.01 8.07 0.00 0.00 0.00 0.00 0.00 0.00 18.19 62.23 0.38 0.00 4.26 0.00 0.00 6.81 0.00 cf 4.46 0.00 0.13 1.62 0.00 0.00 0.00 0.00 0.00 0.00 13.76 48.77 1.44 0.00 4.16 0.00 0.00 25.64 0.00 invef 1.18 0.00 0.07 14.27 0.00 0.00 0.00 0.00 0.00 0.00 13.39 48.30 0.99 0.00 4.11 0.00 0.00 17.68 0.00 yf 61.33 0.00 0.67 4.46 0.00 0.00 0.00 0.19 0.00 0.00 2.37 9.10 1.11 0.00 1.01 0.00 0.00 19.77 0.00 labf 8.54 0.00 4.34 4.74 0.00 0.00 0.00 2.95 0.00 0.00 5.37 19.44 2.80 0.00 1.77 0.00 0.00 50.04 0.00 wf 0.53 0.00 2.23 2.62 0.00 0.00 0.00 0.15 0.00 0.00 7.24 25.91 3.14 0.00 2.17 0.00 0.00 55.99 0.00 rrf 0.05 49.52 0.01 0.60 0.00 0.00 0.00 0.00 0.00 0.00 10.79 35.83 0.05 0.00 2.20 0.00 0.00 0.94 0.00 mc 36.15 10.73 0.89 0.80 7.55 14.73 2.35 0.00 0.00 0.00 0.59 1.93 0.36 2.17 0.10 0.00 0.00 4.67 16.96 zcap 4.76 2.01 1.33 16.18 1.20 0.60 0.20 0.01 0.00 0.00 7.47 28.33 1.44 0.37 2.85 0.00 0.00 30.92 2.33 rk 4.76 2.01 1.33 16.18 1.20 0.60 0.20 0.01 0.00 0.00 7.47 28.33 1.44 0.37 2.85 0.00 0.00 30.92 2.33 k 1.23 0.49 0.11 11.78 0.34 0.12 0.02 0.00 0.00 0.00 6.49 25.53 1.73 0.15 3.10 0.00 0.00 47.95 0.97 pk 2.38 8.64 1.09 16.98 4.08 0.14 0.01 0.06 0.00 0.00 8.70 30.22 0.23 3.47 2.19 0.00 0.00 15.27 6.53 c 6.53 2.91 0.60 2.72 1.42 0.07 0.00 0.02 0.00 0.00 7.07 26.16 1.71 1.14 2.77 0.00 0.00 44.12 2.75 inve 1.26 0.63 0.09 14.64 0.40 0.04 0.00 0.00 0.00 0.00 8.90 32.86 0.98 0.25 3.09 0.00 0.00 34.65 2.18 yH 41.67 6.69 2.35 7.43 3.93 0.38 0.02 0.05 0.00 0.00 2.03 7.85 1.52 1.21 0.89 0.00 0.00 22.98 0.99 lab 9.67 19.26 7.05 10.66 11.03 0.81 0.08 0.18 0.00 0.00 2.32 8.35 2.70 3.21 0.72 0.00 0.00 22.68 1.28 pinf 0.24 5.15 0.17 0.23 5.00 3.43 0.13 0.01 0.00 0.00 2.89 10.27 0.51 1.97 0.84 0.00 0.00 33.29 35.87 w 1.09 0.46 0.68 1.22 0.34 1.28 0.92 0.03 0.00 0.00 3.35 12.56 3.36 0.16 1.32 0.00 0.00 66.39 6.83 r 1.99 42.39 1.06 4.20 0.46 0.11 0.05 0.06 0.00 0.00 7.00 24.18 0.11 3.35 1.76 0.00 0.00 10.87 2.40 a 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 b 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 g 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 qs 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 ms 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 spinf 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 sw 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 kpf 2.12 0.00 0.11 14.71 0.00 0.00 0.00 0.00 0.00 0.00 9.90 38.33 1.62 0.00 4.37 0.00 0.00 28.85 0.00 kp 1.87 0.15 0.05 14.58 0.12 0.03 0.00 0.00 0.00 0.00 7.37 28.83 1.37 0.07 3.40 0.00 0.00 41.59 0.57 winfAWE 0.24 5.39 0.27 0.31 4.85 1.10 4.31 0.01 56.95 0.00 1.16 4.13 0.28 1.77 0.33 0.00 0.00 7.23 11.67 winf 0.56 12.51 0.64 0.73 11.25 2.55 10.00 0.03 0.00 0.00 2.70 9.59 0.66 4.11 0.77 0.00 0.00 16.79 27.11 ygap 6.95 30.57 2.95 5.84 17.92 1.72 0.10 0.15 0.00 0.00 3.05 10.25 0.51 5.53 0.66 0.00 0.00 9.27 4.52 rstar 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 xi 0.17 0.17 0.03 0.82 0.11 0.01 0.00 0.00 0.00 0.00 20.74 69.61 0.43 0.08 4.74 0.00 0.00 1.49 1.59 xCF 1.23 1.67 0.30 1.62 0.80 0.15 0.00 0.01 0.00 0.00 6.53 24.00 2.01 0.74 2.42 0.00 0.00 52.49 6.03 xCH 25.74 4.32 1.16 5.52 2.18 0.15 0.01 0.04 0.00 0.00 6.27 23.45 0.98 1.48 2.64 0.00 0.00 24.87 1.20 pH 23.14 0.44 0.48 3.70 0.32 0.57 0.02 0.01 0.00 0.00 3.08 11.20 1.52 0.11 0.95 0.00 0.00 40.71 13.73 pF 23.14 0.44 0.48 3.70 0.32 0.57 0.02 0.01 0.00 0.00 3.08 11.20 1.52 0.11 0.95 0.00 0.00 40.71 13.73 xIF 0.13 0.38 0.04 11.07 0.24 0.03 0.00 0.00 0.00 0.00 8.26 30.36 1.23 0.19 2.81 0.00 0.00 41.32 3.94 xIH 6.85 1.02 0.26 18.88 0.67 0.14 0.01 0.01 0.00 0.00 9.02 33.49 0.63 0.35 3.22 0.00 0.00 24.33 1.13 pI 23.14 0.44 0.48 3.70 0.32 0.57 0.02 0.01 0.00 0.00 3.08 11.20 1.52 0.11 0.95 0.00 0.00 40.71 13.73 xHstar 33.50 4.49 1.36 4.92 2.63 0.11 0.01 0.04 0.00 0.00 9.05 32.18 1.20 1.31 2.59 0.00 0.00 3.85 2.77 rer 15.03 4.85 1.07 1.86 2.70 0.08 0.00 0.04 0.00 0.00 7.02 24.65 1.82 1.53 1.91 0.00 0.00 22.15 15.29 y_star 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 bstar 0.31 0.30 0.05 1.44 0.19 0.01 0.00 0.00 0.00 0.00 16.84 66.26 0.76 0.15 8.30 0.00 0.00 2.61 2.78 piS 4.52 4.89 0.94 0.24 2.21 0.36 0.01 0.04 0.00 0.00 4.28 14.70 0.82 65.14 1.06 0.00 0.00 0.33 0.46 zeta 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 zeta2 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 tb 0.52 1.09 0.15 5.35 0.60 0.08 0.00 0.01 0.00 0.00 11.15 41.07 2.11 0.46 3.94 0.00 0.00 26.23 7.24 m 0.31 0.68 0.09 3.74 0.37 0.06 0.00 0.00 0.00 0.00 8.02 29.50 1.58 0.32 2.82 0.00 0.00 47.61 4.91 pistar 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 xHstarf 32.85 0.00 3.24 6.77 0.00 0.00 0.00 0.13 0.00 0.00 10.03 35.80 0.44 0.00 2.87 0.00 0.00 7.86 0.00 pinfh 6.82 9.59 0.30 0.64 10.12 22.76 0.46 0.01 0.00 0.00 4.02 14.43 0.65 3.88 1.21 0.00 0.00 18.31 6.79 unat 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 auxi 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 0.00 auxi1 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 0.00 pHflex 20.34 0.00 2.01 4.19 0.00 0.00 0.00 0.08 0.00 0.00 6.21 22.17 2.29 0.00 1.78 0.00 0.00 40.94 0.00 pIflex 20.34 0.00 2.01 4.19 0.00 0.00 0.00 0.08 0.00 0.00 6.21 22.17 2.29 0.00 1.78 0.00 0.00 40.94 0.00 xCFf 0.19 0.00 0.13 1.02 0.00 0.00 0.00 0.01 0.00 0.00 12.79 45.27 1.96 0.00 3.75 0.00 0.00 34.87 0.00 xCHf 28.35 0.00 1.57 5.21 0.00 0.00 0.00 0.05 0.00 0.00 10.68 38.11 0.67 0.00 3.48 0.00 0.00 11.87 0.00 pFflex 20.34 0.00 2.01 4.19 0.00 0.00 0.00 0.08 0.00 0.00 6.21 22.17 2.29 0.00 1.78 0.00 0.00 40.94 0.00 xIFf 0.32 0.00 0.10 11.58 0.00 0.00 0.00 0.00 0.00 0.00 12.68 45.58 1.38 0.00 3.81 0.00 0.00 24.55 0.00 xIHf 8.51 0.00 0.57 16.95 0.00 0.00 0.00 0.02 0.00 0.00 12.78 46.40 0.57 0.00 4.06 0.00 0.00 10.14 0.00 rerflex 12.33 0.00 1.22 2.54 0.00 0.00 0.00 0.05 0.00 0.00 3.76 13.44 1.39 0.00 1.08 0.00 0.00 64.19 0.00 xif 0.09 0.00 0.02 1.15 0.00 0.00 0.00 0.00 0.00 0.00 20.53 68.15 0.10 0.00 8.17 0.00 0.00 1.79 0.00 bstarf 0.10 0.00 0.02 1.16 0.00 0.00 0.00 0.00 0.00 0.00 18.22 70.40 0.10 0.00 8.22 0.00 0.00 1.80 0.00 mflex 0.26 0.00 0.12 5.02 0.00 0.00 0.00 0.01 0.00 0.00 13.01 46.53 1.66 0.00 3.89 0.00 0.00 29.51 0.00 tbf 0.25 0.00 0.13 6.61 0.00 0.00 0.00 0.01 0.00 0.00 17.17 61.44 0.49 0.00 5.15 0.00 0.00 8.76 0.00 pFstar 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 0.00 spinfM 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 epinfMma 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 100.00 pinfF 2.06 2.44 0.23 0.46 2.18 0.46 0.03 0.01 0.00 0.00 2.53 9.01 0.62 0.86 0.74 0.00 0.00 35.29 43.06 mcF 3.01 2.97 0.53 0.11 1.57 0.35 0.00 0.02 0.00 0.00 3.26 11.28 0.63 1.02 0.83 0.00 0.00 46.77 27.65 pYflex 0.37 0.00 0.07 6.23 0.00 0.00 0.00 0.00 0.00 0.00 16.29 58.35 0.73 0.00 4.93 0.00 0.00 13.04 0.00 yHf 61.33 0.00 0.67 4.46 0.00 0.00 0.00 0.19 0.00 0.00 2.37 9.10 1.11 0.00 1.01 0.00 0.00 19.77 0.00 y 41.67 6.69 2.35 7.43 3.93 0.38 0.02 0.05 0.00 0.00 2.03 7.85 1.52 1.21 0.89 0.00 0.00 22.98 0.99 pY 1.16 1.46 0.21 5.22 0.80 0.07 0.00 0.01 0.00 0.00 9.80 36.21 2.41 0.47 3.53 0.00 0.00 31.44 7.20 MATRIX OF CORRELATIONS Variables N URlog dwIMS dwINE dy pinfobs robs dxHstar dy_star pistar_obs rreal Rstar_obs piS_obs pFstar_obs dg xi_obs dc dinve piHobs piF_obs x xf u labstar ls z zf lam lamf ewma epinfma zcapf rkf kf pkf cf invef yf labf wf rrf mc zcap rk k pk c inve yH lab pinf w r a b g qs ms spinf sw kpf kp winfAWE winf ygap rstar xi xCF xCH pH pF xIF xIH pI xHstar rer y_star bstar piS zeta zeta2 tb m pistar xHstarf pinfh unat auxi auxi1 pHflex pIflex xCFf xCHf pFflex xIFf xIHf rerflex xif bstarf mflex tbf pFstar spinfM epinfMma pinfF mcF pYflex yHf y pY N 1.0000 -0.9262 0.1573 0.0691 0.2447 -0.0298 0.2747 0.1464 0.0421 -0.0257 0.2922 0.0250 0.1145 -0.3457 0.1114 -0.1651 -0.1406 0.2026 0.0969 -0.0700 -0.2526 -0.0425 -0.9262 0.5575 -0.0400 -0.0538 -0.0602 -0.1255 0.0100 -0.0013 0.0050 0.5380 0.5380 -0.0414 0.0291 0.0281 0.3869 -0.0768 0.6334 0.4683 0.2759 0.3909 0.6684 0.6684 -0.0437 0.2395 0.1518 0.4772 0.2799 1.0000 -0.0298 0.4543 0.2747 -0.2757 0.3979 0.2548 0.2349 -0.1863 0.0040 -0.0011 -0.1599 -0.1740 0.1292 0.1967 0.7613 0.0250 -0.0535 0.2898 -0.0692 0.4947 -0.4947 0.5171 0.4030 0.4947 -0.1502 0.1004 0.1497 0.2074 0.1145 0.0401 0.0750 -0.2197 0.4609 -0.0257 -0.3639 0.0969 -0.0011 0.0000 0.0000 0.5930 0.5930 0.2380 -0.3166 -0.5930 0.4711 0.2405 -0.0237 -0.0164 0.1424 0.4039 -0.1744 -0.3457 -0.0241 -0.0126 -0.0700 -0.0340 -0.1025 -0.0768 0.2799 -0.1615 URlog -0.9262 1.0000 -0.1079 -0.0474 -0.2513 -0.0785 -0.3227 -0.1710 -0.0525 0.0258 -0.2652 0.0121 -0.1341 0.2948 -0.1384 0.0424 0.2279 -0.1682 -0.1447 -0.0385 0.1339 -0.0657 1.0000 -0.2034 -0.0649 -0.1761 -0.1495 0.2161 0.0531 0.0273 -0.0237 -0.2997 -0.2997 -0.1638 0.0091 -0.1060 -0.3931 -0.0858 -0.3757 -0.4405 -0.3069 -0.4157 -0.4125 -0.4125 -0.1709 -0.2077 -0.2592 -0.4855 -0.4675 -0.9262 -0.0785 -0.4092 -0.3227 0.1479 -0.4867 -0.2502 -0.2652 0.2220 -0.0232 0.0263 -0.0778 -0.0649 -0.1775 -0.2702 -0.8448 0.0121 0.0697 -0.3099 -0.1439 -0.2970 0.2970 -0.4793 -0.4697 -0.2970 -0.0304 -0.1886 -0.1395 -0.0368 -0.1341 0.0109 0.0268 0.2482 -0.4418 0.0258 0.2353 -0.1447 0.0263 0.0000 0.0000 -0.4484 -0.4484 -0.2442 0.1397 0.4484 -0.4375 -0.3022 -0.0246 0.0427 0.0020 -0.3836 0.1946 0.2948 -0.0331 -0.0316 -0.0385 0.0081 0.1435 -0.0858 -0.4675 0.2159 dwIMS 0.1573 -0.1079 1.0000 0.1855 0.1524 -0.4439 -0.1549 -0.0376 0.0358 0.0257 0.2217 -0.0038 -0.0572 -0.2361 0.0386 -0.1285 0.2063 0.2706 -0.0673 -0.4913 -0.2852 -0.3057 -0.1079 0.1710 0.0106 -0.0933 -0.0460 -0.1179 -0.1870 0.1983 -0.1260 0.2894 0.2894 -0.0726 0.2573 0.1637 0.0748 0.0238 0.2970 0.2105 -0.0858 0.1385 0.2102 0.2102 -0.1278 0.1818 0.0893 0.0337 -0.0078 0.1573 -0.4439 0.0574 -0.1549 -0.0150 0.0262 0.0426 0.0293 -0.0331 -0.1261 0.1996 -0.1391 -0.1535 0.5927 0.0299 -0.0644 -0.0038 -0.1421 0.0945 0.0669 0.0661 -0.0661 0.0435 0.0194 0.0661 -0.1155 -0.1099 0.0505 0.1259 -0.0572 -0.0143 -0.0244 0.1409 0.0635 0.0257 -0.0563 -0.0673 0.1996 0.0000 0.0000 0.2426 0.2426 0.2128 0.0495 -0.2426 0.1253 -0.0015 0.1108 -0.1396 0.0916 0.1628 -0.0019 -0.2361 -0.3444 -0.3534 -0.4913 -0.3289 0.0313 0.0238 -0.0078 0.1779 dwINE 0.0691 -0.0474 0.1855 1.0000 0.0670 -0.1951 -0.0681 -0.0165 0.0158 0.0113 0.0974 -0.0017 -0.0251 -0.1037 0.0170 -0.0564 0.0907 0.1189 -0.0296 -0.2159 -0.1253 -0.1343 -0.0474 0.0751 0.0047 -0.0410 -0.0202 -0.0518 -0.0822 0.0871 -0.0554 0.1272 0.1272 -0.0319 0.1131 0.0720 0.0329 0.0104 0.1305 0.0925 -0.0377 0.0609 0.0924 0.0924 -0.0561 0.0799 0.0392 0.0148 -0.0034 0.0691 -0.1951 0.0252 -0.0681 -0.0066 0.0115 0.0187 0.0129 -0.0145 -0.0554 0.0877 -0.0611 -0.0675 0.0086 0.0132 -0.0283 -0.0017 -0.0624 0.0415 0.0294 0.0290 -0.0290 0.0191 0.0085 0.0290 -0.0508 -0.0483 0.0222 0.0553 -0.0251 -0.0063 -0.0107 0.0619 0.0279 0.0113 -0.0247 -0.0296 0.0877 0.0000 0.0000 0.1066 0.1066 0.0935 0.0217 -0.1066 0.0551 -0.0007 0.0487 -0.0613 0.0403 0.0715 -0.0008 -0.1037 -0.1513 -0.1553 -0.2159 -0.1445 0.0137 0.0104 -0.0034 0.0782 dy 0.2447 -0.2513 0.1524 0.0670 1.0000 -0.1812 -0.0494 0.6000 0.1419 -0.0306 0.0670 -0.0050 0.3578 -0.1243 0.3549 -0.0624 0.0887 0.4855 -0.1311 -0.1627 -0.2370 -0.0867 -0.2513 0.0821 -0.0174 -0.0216 0.0159 -0.1389 -0.0723 0.0149 -0.0016 0.2025 0.2025 -0.0258 0.0793 0.1101 0.1584 0.1096 0.1985 0.1736 0.0228 -0.1088 0.1751 0.1751 -0.0647 0.1846 0.1295 0.1341 0.1516 0.2447 -0.1812 0.0484 -0.0494 0.0873 0.1045 0.0874 0.3924 -0.2782 -0.0027 0.0151 -0.0563 -0.0755 -0.0117 -0.0177 0.1111 -0.0050 -0.0832 0.1395 0.0937 0.1028 -0.1028 0.1371 0.1238 0.1028 0.0064 0.0638 0.0375 0.0566 0.3578 -0.0127 -0.0236 -0.0585 0.1443 -0.0306 -0.0572 -0.1311 0.0151 0.0000 0.0000 0.1517 0.1517 0.1389 0.0400 -0.1517 0.1685 0.1327 0.0396 -0.0665 0.0238 0.1644 -0.0901 -0.1243 -0.0582 -0.0542 -0.1627 -0.0295 -0.0741 0.1096 0.1516 -0.0447 pinfobs -0.0298 -0.0785 -0.4439 -0.1951 -0.1812 1.0000 0.5778 -0.0046 -0.0049 0.0301 -0.1516 0.0596 0.0479 0.4765 -0.0020 0.1272 -0.3095 -0.3345 0.5704 0.9541 0.4859 0.4379 -0.0785 -0.2502 -0.0082 -0.0919 -0.1942 0.3843 0.4415 0.0090 0.1376 -0.3291 -0.3291 -0.1830 -0.4595 -0.4389 -0.2870 -0.1989 -0.4028 -0.4887 0.4230 0.1687 -0.1550 -0.1550 -0.0744 -0.3490 -0.3482 -0.2572 -0.0354 -0.0298 1.0000 -0.3430 0.5778 0.0332 0.2133 -0.0376 0.0054 -0.0716 0.1402 0.0083 -0.0671 -0.0335 0.4586 0.6980 0.3196 0.0596 0.3933 -0.3989 -0.2182 -0.3472 0.3472 -0.2970 -0.1939 -0.3472 0.2690 0.1125 -0.0659 -0.0382 0.0479 0.1253 0.2322 -0.0165 -0.3465 0.0301 0.0704 0.5704 0.0083 0.0000 0.0000 -0.4485 -0.4485 -0.4967 -0.2517 0.4485 -0.3518 -0.1752 -0.2557 0.3439 0.0636 -0.4198 0.1180 0.4765 0.4459 0.3927 0.9541 0.4504 0.0624 -0.1989 -0.0354 -0.0955 robs 0.2747 -0.3227 -0.1549 -0.0681 -0.0494 0.5778 1.0000 0.1014 0.0145 -0.1771 0.6969 0.1026 0.2588 0.3142 0.0496 0.0795 -0.3040 -0.1873 0.5951 0.4545 0.5219 0.4887 -0.3227 0.0028 0.0230 -0.2796 -0.3928 0.5451 0.6103 0.0089 0.0257 -0.1798 -0.1798 -0.2818 -0.6193 -0.5996 -0.3763 -0.3058 -0.1757 -0.4540 0.8858 0.4516 0.0409 0.0409 -0.1503 -0.5121 -0.5151 -0.3297 -0.0236 0.2747 0.5778 -0.3109 1.0000 -0.0982 0.6388 0.0963 0.1342 0.0270 0.0261 0.0085 -0.1926 -0.1456 0.3658 0.5567 0.5584 0.1026 0.5820 -0.5207 -0.4213 -0.3078 0.3078 -0.3495 -0.2882 -0.3078 0.3759 0.2486 -0.0104 0.0946 0.2588 0.2307 0.4220 0.2262 -0.4259 -0.1771 0.0942 0.5951 0.0085 0.0000 0.0000 -0.3275 -0.3275 -0.5742 -0.5119 0.3275 -0.3916 -0.3275 -0.1438 0.5468 0.1924 -0.4751 0.3141 0.3142 0.0296 0.0156 0.4545 0.4056 0.2851 -0.3058 -0.0236 0.1589 dxHstar 0.1464 -0.1710 -0.0376 -0.0165 0.6000 -0.0046 0.1014 1.0000 0.1673 -0.1428 0.0571 0.0019 0.6874 -0.0094 -0.1541 0.0827 -0.1992 -0.1500 -0.1108 0.0350 0.0747 0.3337 -0.1710 0.0037 -0.0122 0.0650 0.0791 0.0012 0.1848 0.0041 0.0172 -0.0759 -0.0759 0.0872 -0.2623 -0.0811 0.0923 0.0897 -0.0626 0.0091 0.1654 -0.1248 0.0129 0.0129 0.0891 -0.0279 0.0302 0.1139 0.1767 0.1464 -0.0046 0.0747 0.1014 0.0638 0.0710 -0.0528 -0.0334 -0.2108 0.0164 0.0042 0.0979 0.0729 -0.0414 -0.0630 0.2051 0.0019 0.1012 0.0484 -0.0008 0.0712 -0.0712 0.1128 0.1098 0.0712 0.1849 0.2592 0.0259 -0.0762 0.6874 0.0154 0.0237 -0.1066 0.0953 -0.1428 0.0691 -0.1108 0.0042 0.0000 0.0000 -0.0425 -0.0425 -0.0770 -0.0703 0.0425 0.0632 0.1264 0.0451 0.1557 -0.1071 0.0138 -0.0065 -0.0094 -0.1049 -0.1062 0.0350 0.2546 -0.0125 0.0897 0.1767 -0.1205 dy_star 0.0421 -0.0525 0.0358 0.0158 0.1419 -0.0049 0.0145 0.1673 1.0000 0.0000 0.0331 0.0000 -0.0898 0.0000 0.0000 0.0089 -0.0021 0.0033 0.0111 -0.0097 0.0131 -0.0247 -0.0525 -0.0064 0.0000 -0.0133 -0.0140 0.0183 -0.0082 0.0000 0.0000 0.0230 0.0230 -0.0039 0.0138 -0.0029 -0.0121 0.0068 0.0337 0.0167 0.0024 0.0204 0.0077 0.0077 -0.0070 -0.0246 -0.0185 -0.0136 0.0173 0.0421 -0.0049 -0.0213 0.0145 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.0109 -0.0084 0.0312 0.0474 0.0241 0.0000 0.0078 -0.0210 -0.0119 -0.0179 0.0179 -0.0156 -0.0104 -0.0179 0.0402 -0.0324 0.2212 -0.0095 -0.0898 0.0000 0.0000 0.0656 -0.0182 0.0000 0.0289 0.0111 0.0000 0.0000 0.0000 0.0188 0.0188 0.0047 -0.0145 -0.0188 -0.0047 -0.0215 -0.0147 0.0032 -0.0031 -0.0014 0.0402 0.0000 0.0000 0.0000 -0.0097 -0.0381 0.0449 0.0068 0.0173 0.0676 pistar_obs -0.0257 0.0258 0.0257 0.0113 -0.0306 0.0301 -0.1771 -0.1428 0.0000 1.0000 -0.2696 0.0000 -0.7809 0.0000 0.0000 0.0032 0.2017 0.0477 0.0503 0.0167 -0.1431 0.0000 0.0258 -0.0099 0.0000 0.0170 0.0000 -0.1058 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0103 -0.0023 -0.0023 -0.0002 0.1692 0.0775 0.0174 -0.0133 -0.0257 0.0301 0.0100 -0.1771 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0016 0.0526 0.0800 -0.0289 0.0000 0.0028 0.0629 0.0852 0.0006 -0.0006 0.0149 0.0197 0.0006 -0.0757 -0.0899 0.0000 -0.0034 -0.7809 0.0000 0.0000 -0.0366 0.0325 1.0000 0.0000 0.0503 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0167 -0.0780 0.0000 0.0000 -0.0133 -0.0306 rreal 0.2922 -0.2652 0.2217 0.0974 0.0670 -0.1516 0.6969 0.0571 0.0331 -0.2696 1.0000 0.0690 0.2516 -0.0645 0.0686 -0.0233 -0.0519 0.0805 0.2750 -0.2765 0.2230 0.1446 -0.2652 0.1750 0.0360 -0.2878 -0.3258 0.3559 0.3205 -0.0026 -0.0638 0.0811 0.0811 -0.1877 -0.3034 -0.3284 -0.2327 -0.1952 0.1611 -0.1201 0.6714 0.4549 0.1384 0.1384 -0.1434 -0.3741 -0.3595 -0.2276 -0.0482 0.2922 -0.1516 -0.1544 0.6969 -0.1488 0.5644 0.1534 0.1533 0.1335 -0.0650 -0.0025 -0.1852 -0.1590 0.0836 0.1272 0.2843 0.0690 0.3401 -0.3435 -0.3222 -0.1559 0.1559 -0.2285 -0.2154 -0.1559 0.1849 0.1019 0.0514 0.1523 0.2516 0.1639 0.2968 0.3952 -0.2795 -0.2696 0.0757 0.2750 -0.0025 0.0000 0.0000 0.0011 0.0011 -0.2485 -0.3868 -0.0011 -0.1877 -0.2790 0.0813 0.3417 0.1776 -0.2179 0.3102 -0.0645 -0.2831 -0.2799 -0.2765 -0.0709 0.3261 -0.1952 -0.0482 0.3878 Rstar_obs 0.0250 0.0121 -0.0038 -0.0017 -0.0050 0.0596 0.1026 0.0019 0.0000 0.0000 0.0690 1.0000 0.0129 0.0000 0.0000 -0.2656 -0.0087 -0.0083 0.0936 0.0351 0.0306 0.0282 0.0121 0.0915 0.0000 -0.1174 -0.1294 0.1058 0.1065 0.0000 0.0000 0.0826 0.0826 -0.1552 -0.0943 -0.1102 -0.0983 -0.0851 0.0458 -0.0652 0.1023 0.0279 0.1075 0.1075 -0.1367 -0.0750 -0.1079 -0.0979 -0.0698 0.0250 0.0596 -0.0477 0.1026 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.1560 -0.1426 0.0498 0.0758 0.0179 1.0000 -0.2325 -0.0862 -0.1207 0.0033 -0.0033 -0.0823 -0.1130 0.0033 0.0332 0.0418 0.0000 0.2833 0.0129 0.0000 0.0000 0.1038 -0.0875 0.0000 0.0202 0.0936 0.0000 0.0000 0.0000 -0.0161 -0.0161 -0.0894 -0.1201 0.0161 -0.0837 -0.1116 0.0125 -0.3007 0.2879 -0.0892 0.1037 0.0000 0.0000 0.0000 0.0351 0.0382 0.1067 -0.0851 -0.0698 0.1024 piS_obs 0.1145 -0.1341 -0.0572 -0.0251 0.3578 0.0479 0.2588 0.6874 -0.0898 -0.7809 0.2516 0.0129 1.0000 0.0402 -0.0969 0.0444 -0.2717 -0.1341 0.0167 0.0496 0.1805 0.2370 -0.1341 0.0022 -0.0082 -0.0157 -0.0016 0.1293 0.1698 0.0051 0.0590 -0.0580 -0.0580 -0.0010 -0.2034 -0.1054 0.0049 0.0056 -0.0651 -0.0564 0.1630 -0.0270 0.0181 0.0181 0.0105 -0.1646 -0.0907 -0.0002 0.0872 0.1145 0.0479 -0.0178 0.2588 0.0296 0.0800 -0.0337 -0.0218 -0.1433 0.0592 0.0050 0.0162 0.0027 -0.0136 -0.0207 0.1783 0.0129 0.1098 -0.0753 -0.0974 -0.0056 0.0056 -0.0015 0.0014 -0.0056 0.1847 0.2262 -0.0315 -0.0219 1.0000 0.0328 0.0584 -0.0137 -0.0275 -0.7809 0.0376 0.0167 0.0050 0.0000 0.0000 -0.0679 -0.0679 -0.1047 -0.0839 0.0679 -0.0142 0.0314 0.0019 0.1390 -0.0334 -0.0483 0.0194 0.0402 -0.0569 -0.0617 0.0496 0.2400 0.0112 0.0056 0.0872 -0.0344 pFstar_obs -0.3457 0.2948 -0.2361 -0.1037 -0.1243 0.4765 0.3142 -0.0094 0.0000 0.0000 -0.0645 0.0000 0.0402 1.0000 0.0000 0.1147 -0.1975 -0.1760 0.3714 0.4183 0.4345 0.3114 0.2948 -0.2486 -0.0000 -0.3656 -0.3130 0.5509 0.4308 0.0000 0.0000 -0.4039 -0.4039 -0.3658 -0.2483 -0.4268 -0.3345 -0.3883 -0.5746 -0.7238 0.0839 0.0843 -0.2061 -0.2061 -0.3404 -0.3142 -0.5379 -0.4542 -0.3830 -0.3457 0.4765 -0.6519 0.3142 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.1945 -0.2423 0.1941 0.2954 -0.0582 0.0000 0.1004 -0.6028 -0.3561 -0.4965 0.4965 -0.4979 -0.3761 -0.4965 -0.0352 -0.3690 0.0000 -0.1224 0.0402 0.0000 0.0000 -0.1910 -0.5578 0.0000 -0.2262 0.3714 -0.0000 0.0000 0.0000 -0.6184 -0.6184 -0.5495 -0.1372 0.6184 -0.4356 -0.1683 -0.7891 0.1138 -0.1090 -0.4955 -0.1672 1.0000 0.0000 0.0000 0.4183 0.5459 -0.2612 -0.3883 -0.3830 -0.2987 dg 0.1114 -0.1384 0.0386 0.0170 0.3549 -0.0020 0.0496 -0.1541 0.0000 0.0000 0.0686 0.0000 -0.0969 0.0000 1.0000 0.0026 -0.1480 -0.0231 0.0079 -0.0053 0.0672 0.0067 -0.1384 -0.0155 0.0000 0.0051 0.0038 0.0401 0.0023 0.0000 0.0000 0.0392 0.0392 0.0168 0.0016 0.0016 0.0037 0.0266 0.0585 0.0513 -0.0013 0.0358 0.0226 0.0226 0.0107 -0.0567 -0.0181 0.0018 0.0636 0.1114 -0.0020 -0.0088 0.0496 0.0000 0.0000 0.3007 0.0000 0.0000 0.0000 0.0000 0.0019 0.0025 0.0364 0.0554 0.0850 0.0000 0.0023 -0.0184 -0.0147 -0.0110 0.0110 -0.0010 0.0053 -0.0110 -0.0245 -0.0365 0.0000 -0.0028 -0.0969 0.0000 0.0000 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0.5834 0.5767 -0.3130 kp -0.1740 -0.0649 -0.1535 -0.0675 -0.0755 -0.0335 -0.1456 0.0729 -0.0084 0.0016 -0.1590 -0.1426 0.0027 -0.2423 0.0025 0.3670 -0.1271 -0.2129 -0.3554 0.0906 0.1823 0.2173 -0.0649 -0.5948 -0.0011 0.8329 0.7602 -0.4900 -0.3529 0.0000 0.0000 -0.6431 -0.6431 0.9471 -0.0673 0.3900 0.2606 0.5683 -0.4169 0.2608 -0.1356 -0.1516 -0.7439 -0.7439 0.9853 -0.0591 0.5263 0.3676 0.5861 -0.1740 -0.0335 0.3898 -0.1456 0.1063 0.0231 -0.0081 0.0566 -0.0014 0.0000 0.0000 0.9724 1.0000 -0.1824 -0.2776 0.1408 -0.1426 -0.1447 0.4072 0.6073 -0.0552 0.0552 0.2994 0.4368 -0.0552 0.3592 0.3810 0.0350 -0.5390 0.0027 -0.1897 -0.3837 -0.2163 0.3512 0.0016 0.3512 -0.3554 0.0000 0.0000 0.0000 -0.0788 -0.0788 0.2669 0.5051 0.0788 0.1894 0.3415 0.3699 -0.1431 -0.5000 0.2258 -0.0856 -0.2423 -0.0036 -0.0008 0.0906 0.0251 -0.1000 0.5683 0.5861 -0.2271 winfAWE 0.1292 -0.1775 0.5927 0.0086 -0.0117 0.4586 0.3658 -0.0414 0.0312 0.0526 0.0836 0.0498 -0.0136 0.1941 0.0364 -0.0131 -0.0736 -0.0323 0.4460 0.3703 0.1539 0.0904 -0.1775 -0.0553 0.0031 -0.1752 -0.2201 0.2285 0.2114 0.2048 -0.0012 -0.0088 -0.0088 -0.2365 -0.1578 -0.2321 -0.1838 -0.1552 -0.0676 -0.2305 0.2951 0.2890 0.0691 0.0691 -0.1936 -0.1334 -0.2245 -0.1978 -0.0396 0.1292 0.4586 -0.2514 0.3658 0.0150 0.2177 0.0085 0.0339 -0.0972 0.0010 0.2055 -0.1982 -0.1824 1.0000 0.6570 0.2234 0.0498 0.2126 -0.2648 -0.1298 -0.2465 0.2465 -0.2237 -0.1550 -0.2465 0.1273 -0.0078 -0.0092 0.0905 -0.0136 0.0984 0.1845 0.1249 -0.2485 0.0526 0.0074 0.4460 0.2055 0.0000 0.0000 -0.1625 -0.1625 -0.2354 -0.1771 0.1625 -0.1919 -0.1590 -0.1200 0.1706 0.1480 -0.2158 0.1042 0.1941 0.0593 0.0025 0.3703 0.0787 0.0871 -0.1552 -0.0396 0.0907 winf 0.1967 -0.2702 0.0299 0.0132 -0.0177 0.6980 0.5567 -0.0630 0.0474 0.0800 0.1272 0.0758 -0.0207 0.2954 0.0554 -0.0199 -0.1120 -0.0492 0.6788 0.5636 0.2342 0.1376 -0.2702 -0.0842 0.0047 -0.2666 -0.3350 0.3478 0.3217 0.3116 -0.0019 -0.0134 -0.0134 -0.3599 -0.2402 -0.3533 -0.2797 -0.2363 -0.1028 -0.3508 0.4492 0.4398 0.1052 0.1052 -0.2947 -0.2030 -0.3416 -0.3010 -0.0603 0.1967 0.6980 -0.3827 0.5567 0.0228 0.3314 0.0129 0.0516 -0.1479 0.0015 0.3128 -0.3017 -0.2776 0.6570 1.0000 0.3400 0.0758 0.3236 -0.4031 -0.1975 -0.3752 0.3752 -0.3405 -0.2360 -0.3752 0.1937 -0.0119 -0.0140 0.1377 -0.0207 0.1498 0.2808 0.1902 -0.3782 0.0800 0.0113 0.6788 0.3128 0.0000 0.0000 -0.2473 -0.2473 -0.3582 -0.2696 0.2473 -0.2921 -0.2420 -0.1826 0.2597 0.2252 -0.3285 0.1586 0.2954 0.0902 0.0038 0.5636 0.1198 0.1326 -0.2363 -0.0603 0.1380 ygap 0.7613 -0.8448 -0.0644 -0.0283 0.1111 0.3196 0.5584 0.2051 0.0241 -0.0289 0.2843 0.0179 0.1783 -0.0582 0.0850 0.1086 -0.3448 -0.0561 0.2640 0.2751 0.1537 0.3717 -0.8448 0.1168 0.0377 0.1454 0.0109 -0.0060 0.2574 0.0098 -0.0011 -0.0165 -0.0165 0.0926 -0.3437 -0.2030 0.0617 -0.0629 0.0563 0.0616 0.5556 0.4150 0.2252 0.2252 0.2276 0.0054 0.0606 0.2321 0.4024 0.7613 0.3196 0.2856 0.5584 -0.1676 0.5253 0.1619 0.1902 -0.2318 -0.0026 0.0096 0.0904 0.1408 0.2234 0.3400 1.0000 0.0179 0.2478 0.1030 -0.0098 0.1600 -0.1600 0.2332 0.2193 0.1600 0.3058 0.4486 0.0690 -0.0575 0.1783 0.0750 0.1258 -0.1827 0.1981 -0.0289 -0.0472 0.2640 0.0096 0.0000 0.0000 0.0969 0.0969 -0.1185 -0.2959 -0.0969 0.0758 0.0375 -0.0017 0.2444 -0.0162 0.0069 0.0495 -0.0582 -0.0602 -0.0357 0.2751 0.4130 0.0651 -0.0629 0.4024 -0.2005 rstar 0.0250 0.0121 -0.0038 -0.0017 -0.0050 0.0596 0.1026 0.0019 0.0000 0.0000 0.0690 1.0000 0.0129 0.0000 0.0000 -0.2656 -0.0087 -0.0083 0.0936 0.0351 0.0306 0.0282 0.0121 0.0915 0.0000 -0.1174 -0.1294 0.1058 0.1065 0.0000 0.0000 0.0826 0.0826 -0.1552 -0.0943 -0.1102 -0.0983 -0.0851 0.0458 -0.0652 0.1023 0.0279 0.1075 0.1075 -0.1367 -0.0750 -0.1079 -0.0979 -0.0698 0.0250 0.0596 -0.0477 0.1026 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 -0.1560 -0.1426 0.0498 0.0758 0.0179 1.0000 -0.2325 -0.0862 -0.1207 0.0033 -0.0033 -0.0823 -0.1130 0.0033 0.0332 0.0418 0.0000 0.2833 0.0129 0.0000 0.0000 0.1038 -0.0875 0.0000 0.0202 0.0936 0.0000 0.0000 0.0000 -0.0161 -0.0161 -0.0894 -0.1201 0.0161 -0.0837 -0.1116 0.0125 -0.3007 0.2879 -0.0892 0.1037 0.0000 0.0000 0.0000 0.0351 0.0382 0.1067 -0.0851 -0.0698 0.1024 xi -0.0535 0.0697 -0.1421 -0.0624 -0.0832 0.3933 0.5820 0.1012 0.0078 0.0028 0.3401 -0.2325 0.1098 0.1004 0.0023 0.1667 -0.1946 -0.2394 0.3944 0.3132 0.5105 0.5403 0.0697 0.0147 -0.0015 -0.3320 -0.4960 0.5759 0.7160 0.0001 0.0007 -0.2401 -0.2401 -0.3318 -0.7871 -0.7176 -0.6438 -0.2345 -0.2084 -0.5673 0.6596 0.1136 -0.0873 -0.0873 -0.1700 -0.6122 -0.5642 -0.5405 -0.1011 -0.0535 0.3933 -0.3656 0.5820 0.0389 0.0291 -0.0093 0.0083 -0.0025 0.0007 0.0000 -0.2376 -0.1447 0.2126 0.3236 0.2478 -0.2325 1.0000 -0.5622 -0.4730 -0.3129 0.3129 -0.5295 -0.5280 -0.3129 0.5736 0.4935 -0.0510 0.1269 0.1098 0.3919 0.7033 0.5631 -0.5654 0.0028 0.4834 0.3944 0.0000 0.0000 0.0000 -0.4734 -0.4734 -0.7170 -0.5646 0.4734 -0.6467 -0.5930 0.2423 0.9687 0.2709 -0.6990 0.7180 0.1004 -0.0079 -0.0018 0.3132 0.3721 0.6903 -0.2345 -0.1011 0.5030 xCF 0.2898 -0.3099 0.0945 0.0415 0.1395 -0.3989 -0.5207 0.0484 -0.0210 0.0629 -0.3435 -0.0862 -0.0753 -0.6028 -0.0184 -0.1977 0.1173 0.1620 -0.5341 -0.2688 -0.6448 -0.4455 -0.3099 0.0701 -0.0094 0.7096 0.7272 -0.9396 -0.8028 0.0013 0.0184 0.2878 0.2878 0.5729 0.5958 0.8388 0.7093 0.4927 0.3179 0.8399 -0.3853 -0.3156 0.1639 0.1639 0.5126 0.7562 0.9521 0.7694 0.4993 0.2898 -0.3989 0.8740 -0.5207 0.0547 0.0909 -0.0440 -0.0563 -0.0535 0.0190 0.0012 0.4191 0.4072 -0.2648 -0.4031 0.1030 -0.0862 -0.5622 1.0000 0.7255 0.6802 -0.6802 0.8070 0.6837 0.6802 -0.2149 0.1618 0.0968 0.0772 -0.0753 -0.1720 -0.3204 -0.5480 0.9122 0.0629 -0.1740 -0.5341 0.0012 0.0000 0.0000 0.6374 0.6374 0.8688 0.6106 -0.6374 0.7435 0.6098 0.2688 -0.5712 0.0055 0.8201 -0.4823 -0.6028 -0.0558 -0.0234 -0.2688 -0.1716 -0.4193 0.4927 0.4993 -0.4600 xCH -0.0692 -0.1439 0.0669 0.0294 0.0937 -0.2182 -0.4213 -0.0008 -0.0119 0.0852 -0.3222 -0.1207 -0.0974 -0.3561 -0.0147 0.0042 0.1354 0.1102 -0.3214 -0.1364 -0.4644 -0.3754 -0.1439 -0.4966 -0.0177 0.8068 0.8025 -0.8930 -0.8032 0.0010 0.0039 -0.1559 -0.1559 0.6678 0.4989 0.8262 0.4782 0.7757 -0.1586 0.5049 -0.3022 -0.2062 -0.3297 -0.3297 0.6229 0.5671 0.9011 0.4916 0.7071 -0.0692 -0.2182 0.4484 -0.4213 0.4891 0.1729 -0.0991 -0.0749 -0.0785 0.0036 0.0010 0.6121 0.6073 -0.1298 -0.1975 -0.0098 -0.1207 -0.4730 0.7255 1.0000 -0.0110 0.0110 0.4146 0.5658 -0.0110 0.2098 0.2286 0.0458 -0.1641 -0.0974 -0.2053 -0.3926 -0.3416 0.5432 0.0852 0.2342 -0.3214 0.0010 0.0000 0.0000 0.1070 0.1070 0.6654 0.9084 -0.1070 0.4149 0.5323 0.3696 -0.5216 -0.1602 0.5245 -0.3436 -0.3561 0.0448 0.0379 -0.1364 -0.2134 -0.3460 0.7757 0.7071 -0.3291 pH 0.4947 -0.2970 0.0661 0.0290 0.1028 -0.3472 -0.3078 0.0712 -0.0179 0.0006 -0.1559 0.0033 -0.0056 -0.4965 -0.0110 -0.2917 0.0262 0.1180 -0.4337 -0.2453 -0.4422 -0.2473 -0.2970 0.6307 0.0051 0.1716 0.2018 -0.4141 -0.3109 0.0008 0.0226 0.5842 0.5842 0.1211 0.3343 0.3388 0.5212 -0.1104 0.6307 0.6825 -0.2379 -0.2390 0.5893 0.5893 0.0813 0.4946 0.4236 0.5943 -0.0276 0.4947 -0.3472 0.7922 -0.3078 -0.4415 -0.0521 0.0416 -0.0020 0.0058 0.0238 0.0007 -0.0430 -0.0552 -0.2465 -0.3752 0.1600 0.0033 -0.3129 0.6802 -0.0110 1.0000 -1.0000 0.7310 0.3907 1.0000 -0.5356 -0.0084 0.0918 0.2870 -0.0056 -0.0312 -0.0474 -0.4324 0.7468 0.0006 -0.5022 -0.4337 0.0007 0.0000 0.0000 0.8122 0.8122 0.5537 -0.0805 -0.8122 0.6383 0.3191 -0.0032 -0.2743 0.1786 0.6329 -0.3347 -0.4965 -0.1288 -0.0744 -0.2453 -0.0220 -0.2407 -0.1104 -0.0276 -0.3178 pF -0.4947 0.2970 -0.0661 -0.0290 -0.1028 0.3472 0.3078 -0.0712 0.0179 -0.0006 0.1559 -0.0033 0.0056 0.4965 0.0110 0.2917 -0.0262 -0.1180 0.4337 0.2453 0.4422 0.2473 0.2970 -0.6307 -0.0051 -0.1716 -0.2018 0.4141 0.3109 -0.0008 -0.0226 -0.5842 -0.5842 -0.1211 -0.3343 -0.3388 -0.5212 0.1104 -0.6307 -0.6825 0.2379 0.2390 -0.5893 -0.5893 -0.0813 -0.4946 -0.4236 -0.5943 0.0276 -0.4947 0.3472 -0.7922 0.3078 0.4415 0.0521 -0.0416 0.0020 -0.0058 -0.0238 -0.0007 0.0430 0.0552 0.2465 0.3752 -0.1600 -0.0033 0.3129 -0.6802 0.0110 -1.0000 1.0000 -0.7310 -0.3907 -1.0000 0.5356 0.0084 -0.0918 -0.2870 0.0056 0.0312 0.0474 0.4324 -0.7468 -0.0006 0.5022 0.4337 -0.0007 0.0000 0.0000 -0.8122 -0.8122 -0.5537 0.0805 0.8122 -0.6383 -0.3191 0.0032 0.2743 -0.1786 -0.6329 0.3347 0.4965 0.1288 0.0744 0.2453 0.0220 0.2407 0.1104 0.0276 0.3178 xIF 0.5171 -0.4793 0.0435 0.0191 0.1371 -0.2970 -0.3495 0.1128 -0.0156 0.0149 -0.2285 -0.0823 -0.0015 -0.4979 -0.0010 -0.1592 -0.0795 0.1345 -0.5295 -0.1520 -0.4269 -0.2435 -0.4793 0.2874 -0.0027 0.5192 0.5812 -0.6583 -0.5616 0.0005 0.0053 0.3738 0.3738 0.4980 0.3831 0.6155 0.9123 0.4308 0.4577 0.8404 -0.3558 -0.2161 0.3357 0.3357 0.4057 0.4724 0.6925 0.9832 0.5024 0.5171 -0.2970 0.8633 -0.3495 -0.0106 0.0347 -0.0123 0.1920 -0.0136 0.0055 0.0005 0.3563 0.2994 -0.2237 -0.3405 0.2332 -0.0823 -0.5295 0.8070 0.4146 0.7310 -0.7310 1.0000 0.9138 0.7310 -0.3386 0.0542 0.0762 0.0364 -0.0015 -0.1717 -0.3213 -0.7177 0.9781 0.0149 -0.3508 -0.5295 0.0005 0.0000 0.0000 0.6902 0.6902 0.7188 0.3168 -0.6902 0.9216 0.8330 0.0941 -0.4794 -0.0834 0.8839 -0.6342 -0.4979 -0.0513 -0.0276 -0.1520 -0.1177 -0.5721 0.4308 0.5024 -0.6307 xIH 0.4030 -0.4697 0.0194 0.0085 0.1238 -0.1939 -0.2882 0.1098 -0.0104 0.0197 -0.2154 -0.1130 0.0014 -0.3761 0.0053 -0.0411 -0.1228 0.1112 -0.4560 -0.0591 -0.3126 -0.1813 -0.4697 0.0122 -0.0068 0.5982 0.6639 -0.6414 -0.5724 0.0003 -0.0063 0.1564 0.1564 0.5996 0.3178 0.6285 0.9204 0.6468 0.2420 0.7273 -0.3384 -0.1492 0.1020 0.1020 0.4989 0.3428 0.6820 0.9725 0.6942 0.4030 -0.1939 0.6929 -0.2882 0.2486 0.0778 -0.0413 0.2602 -0.0218 -0.0068 0.0003 0.5063 0.4368 -0.1550 -0.2360 0.2193 -0.1130 -0.5280 0.6837 0.5658 0.3907 -0.3907 0.9138 1.0000 0.3907 -0.1378 0.0781 0.0482 -0.1218 0.0014 -0.2131 -0.4052 -0.7107 0.8749 0.0197 -0.1742 -0.4560 0.0003 0.0000 0.0000 0.4475 0.4475 0.6400 0.4752 -0.4475 0.8631 0.9337 0.1288 -0.4834 -0.2188 0.8156 -0.6563 -0.3761 0.0074 0.0070 -0.0591 -0.1456 -0.6285 0.6468 0.6942 -0.6616 pI 0.4947 -0.2970 0.0661 0.0290 0.1028 -0.3472 -0.3078 0.0712 -0.0179 0.0006 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0.0000 0.0000 -0.4121 -0.4121 -0.4160 -0.1688 0.4121 -0.2469 -0.0478 -0.2101 0.2798 -0.0259 -0.3196 0.0447 0.4183 0.4897 0.4397 1.0000 0.4749 -0.0096 -0.0846 0.0490 -0.2113 mcF -0.0340 0.0081 -0.3289 -0.1445 -0.0295 0.4504 0.4056 0.2546 -0.0381 -0.0780 -0.0709 0.0382 0.2400 0.5459 -0.0379 0.1739 -0.3239 -0.3048 0.1331 0.4749 0.3463 0.5322 0.0081 -0.0703 -0.0137 -0.0271 -0.1285 0.2458 0.4647 0.0025 0.0321 -0.3995 -0.3995 -0.1327 -0.5057 -0.4177 -0.2342 -0.1391 -0.4857 -0.5058 0.3693 -0.2771 -0.0876 -0.0876 0.0137 -0.1374 -0.2028 -0.1328 0.0625 -0.0340 0.4504 -0.1007 0.4056 0.0958 0.1495 -0.0654 -0.0171 -0.0958 0.0330 0.0023 -0.0028 0.0251 0.0787 0.1198 0.4130 0.0382 0.3721 -0.1716 -0.2134 -0.0220 0.0220 -0.1177 -0.1456 -0.0220 0.3694 0.4460 -0.0651 -0.1064 0.2400 0.1017 0.1811 -0.3242 -0.1421 -0.0780 0.0735 0.1331 0.0023 0.0000 0.0000 -0.5062 -0.5062 -0.5017 -0.1927 0.5062 -0.3246 -0.0904 -0.2989 0.3413 -0.0177 -0.4034 0.0466 0.5459 -0.2036 -0.1246 0.4749 1.0000 -0.0205 -0.1391 0.0625 -0.4143 pYflex -0.1025 0.1435 0.0313 0.0137 -0.0741 0.0624 0.2851 -0.0125 0.0449 0.0000 0.3261 0.1067 0.0112 -0.2612 -0.0133 0.1827 0.1115 -0.1439 0.2252 -0.0096 0.2522 0.3081 0.1435 0.0496 -0.0027 -0.3048 -0.4806 0.3874 0.5403 0.0000 0.0000 -0.1652 -0.1652 -0.2400 -0.5306 -0.5909 -0.7791 -0.1973 -0.0448 -0.4201 0.5323 0.0883 -0.1193 -0.1193 -0.1114 -0.3768 -0.4178 -0.6100 -0.1510 -0.1025 0.0624 -0.3019 0.2851 -0.0416 0.0000 -0.0106 -0.1555 0.0000 0.0000 0.0000 -0.2019 -0.1000 0.0871 0.1326 0.0651 0.1067 0.6903 -0.4193 -0.3460 -0.2407 0.2407 -0.5721 -0.6285 -0.2407 0.5441 0.4710 0.0615 -0.0102 0.0112 0.2376 0.4367 0.8732 -0.5447 0.0000 0.6812 0.2252 -0.0000 0.0000 0.0000 -0.3207 -0.3207 -0.5651 -0.5057 0.3207 -0.7151 -0.8122 0.5831 0.6748 0.0940 -0.6886 0.9924 -0.2612 0.0000 0.0000 -0.0096 -0.0205 1.0000 -0.1973 -0.1510 0.8589 yHf -0.0768 -0.0858 0.0238 0.0104 0.1096 -0.1989 -0.3058 0.0897 0.0068 0.0000 -0.1952 -0.0851 0.0056 -0.3883 0.0266 0.0977 0.0425 0.0141 -0.4020 -0.0846 -0.2415 -0.1620 -0.0858 -0.3884 -0.0428 0.6603 0.6549 -0.6404 -0.5527 0.0000 0.0000 -0.1715 -0.1715 0.6196 0.1741 0.5785 0.4840 1.0000 -0.1028 0.4291 -0.2245 -0.3878 -0.3236 -0.3236 0.5661 0.2005 0.6549 0.5372 0.8883 -0.0768 -0.1989 0.3769 -0.3058 0.7825 0.0000 0.0786 0.0553 0.0000 0.0000 0.0000 0.5834 0.5683 -0.1552 -0.2363 -0.0629 -0.0851 -0.2345 0.4927 0.7757 -0.1104 0.1104 0.4308 0.6468 -0.1104 0.4364 0.4189 0.0921 -0.2092 0.0056 -0.1349 -0.2636 -0.2267 0.4724 0.0000 0.4829 -0.4020 -0.0000 0.0000 0.0000 -0.0560 -0.0560 0.4180 0.7133 0.0560 0.3759 0.6004 0.5380 -0.2670 -0.1852 0.4068 -0.1809 -0.3883 0.0000 0.0000 -0.0846 -0.1391 -0.1973 1.0000 0.8883 -0.2307 y 0.2799 -0.4675 -0.0078 -0.0034 0.1516 -0.0354 -0.0236 0.1767 0.0173 -0.0133 -0.0482 -0.0698 0.0872 -0.3830 0.0636 0.1396 -0.1197 -0.0129 -0.2472 0.0490 -0.1508 0.0225 -0.4675 -0.3025 -0.0220 0.6726 0.6057 -0.5902 -0.3885 0.0045 -0.0005 -0.1649 -0.1649 0.6109 0.0016 0.4372 0.4724 0.8883 -0.0684 0.4220 0.0497 -0.1648 -0.1932 -0.1932 0.6240 0.1864 0.6286 0.5995 1.0000 0.2799 -0.0354 0.4771 -0.0236 0.6406 0.2417 0.1466 0.1382 -0.1067 -0.0012 0.0044 0.5767 0.5861 -0.0396 -0.0603 0.4024 -0.0698 -0.1011 0.4993 0.7071 -0.0276 0.0276 0.5024 0.6942 -0.0276 0.5410 0.5907 0.1162 -0.2183 0.0872 -0.0892 -0.1839 -0.2920 0.5245 -0.0133 0.4212 -0.2472 0.0044 0.0000 0.0000 -0.0068 -0.0068 0.3289 0.5181 0.0068 0.3797 0.5680 0.4927 -0.1325 -0.1773 0.3763 -0.1432 -0.3830 -0.0277 -0.0164 0.0490 0.0625 -0.1510 0.8883 1.0000 -0.3039 pY -0.1615 0.2159 0.1779 0.0782 -0.0447 -0.0955 0.1589 -0.1205 0.0676 -0.0306 0.3878 0.1024 -0.0344 -0.2987 0.0109 0.0472 0.2290 0.0221 0.2751 -0.2113 0.1518 0.0224 0.2159 0.0560 0.0087 -0.3939 -0.4780 0.3870 0.3352 -0.0012 -0.0125 0.0530 0.0530 -0.3068 -0.2500 -0.4006 -0.6704 -0.2307 0.1374 -0.2656 0.3125 0.2508 -0.0658 -0.0658 -0.2514 -0.3643 -0.4359 -0.6584 -0.3039 -0.1615 -0.0955 -0.3948 0.1589 -0.0923 -0.0929 0.0416 -0.1362 0.0460 -0.0129 -0.0011 -0.3130 -0.2271 0.0907 0.1380 -0.2005 0.1024 0.5030 -0.4600 -0.3291 -0.3178 0.3178 -0.6307 -0.6616 -0.3178 0.3036 0.1172 0.1143 0.1067 -0.0344 0.2020 0.3801 0.9895 -0.5997 -0.0306 0.4864 0.2751 -0.0011 0.0000 0.0000 -0.1262 -0.1262 -0.3498 -0.3967 0.1262 -0.5752 -0.7551 0.4787 0.4674 0.1934 -0.5151 0.8330 -0.2987 0.0705 0.0360 -0.2113 -0.4143 0.8589 -0.2307 -0.3039 1.0000 COEFFICIENTS OF AUTOCORRELATION Order 1 2 3 4 5 N 0.8624 0.7364 0.6216 0.5177 0.4250 URlog 0.8147 0.6511 0.5081 0.3846 0.2794 dwIMS 0.2073 0.1530 0.1083 0.0719 0.0427 dwINE 0.0400 0.0295 0.0209 0.0139 0.0082 dy 0.0409 0.0034 -0.0099 -0.0179 -0.0236 pinfobs 0.8505 0.6623 0.4756 0.3112 0.1774 robs 0.8851 0.7857 0.6927 0.6049 0.5232 dxHstar -0.0489 -0.0258 -0.0189 -0.0170 -0.0166 dy_star -0.0489 -0.0441 -0.0398 -0.0359 -0.0324 pistar_obs 0.3026 0.0915 0.0277 0.0084 0.0025 rreal 0.8162 0.6696 0.5496 0.4520 0.3738 Rstar_obs 0.9784 0.9573 0.9367 0.9165 0.8967 piS_obs 0.0227 0.0020 -0.0042 -0.0061 -0.0068 pFstar_obs 0.9016 0.8129 0.7329 0.6607 0.5957 dg -0.0904 -0.0741 -0.0607 -0.0497 -0.0407 xi_obs 0.9753 0.9485 0.9200 0.8904 0.8602 dc 0.3279 0.0940 0.0052 -0.0345 -0.0558 dinve 0.2955 0.1634 0.1115 0.0726 0.0384 piHobs 0.8824 0.7719 0.6709 0.5805 0.5007 piF_obs 0.8287 0.6129 0.4014 0.2188 0.0741 x 0.8408 0.7001 0.5709 0.4520 0.3443 xf 0.8050 0.6345 0.4870 0.3607 0.2538 u 0.8147 0.6511 0.5081 0.3846 0.2794 labstar 0.9693 0.9326 0.8929 0.8523 0.8122 ls 0.7600 0.5776 0.4389 0.3336 0.2535 z 0.9966 0.9874 0.9734 0.9555 0.9345 zf 0.9951 0.9823 0.9634 0.9396 0.9123 lam 0.9241 0.8537 0.7861 0.7212 0.6598 lamf 0.8898 0.7896 0.6994 0.6189 0.5475 ewma 0.0000 0.0000 0.0000 0.0000 0.0000 epinfma -0.0000 0.0000 0.0000 0.0000 0.0000 zcapf 0.9659 0.9217 0.8704 0.8146 0.7560 rkf 0.9659 0.9217 0.8704 0.8146 0.7560 kf 0.9939 0.9830 0.9688 0.9516 0.9318 pkf 0.8459 0.7041 0.5756 0.4605 0.3586 cf 0.9473 0.8625 0.7725 0.6870 0.6094 invef 0.9648 0.9063 0.8351 0.7559 0.6723 yf 0.9661 0.9309 0.8960 0.8620 0.8287 labf 0.9347 0.8661 0.7982 0.7325 0.6695 wf 0.9511 0.8903 0.8238 0.7547 0.6851 rrf 0.8813 0.7731 0.6753 0.5873 0.5085 mc 0.8881 0.7548 0.6171 0.4870 0.3717 zcap 0.9814 0.9548 0.9213 0.8824 0.8400 rk 0.9814 0.9548 0.9213 0.8824 0.8400 k 0.9960 0.9871 0.9745 0.9586 0.9400 pk 0.8595 0.7309 0.6102 0.4977 0.3945 c 0.9641 0.9047 0.8385 0.7719 0.7078 inve 0.9677 0.9164 0.8545 0.7855 0.7117 yH 0.9540 0.9043 0.8542 0.8051 0.7576 lab 0.8624 0.7364 0.6216 0.5177 0.4250 pinf 0.8505 0.6623 0.4756 0.3112 0.1774 w 0.9844 0.9535 0.9113 0.8612 0.8057 r 0.8851 0.7857 0.6927 0.6049 0.5232 a 0.9587 0.9191 0.8811 0.8447 0.8098 b 0.8690 0.7551 0.6561 0.5702 0.4954 g 0.8192 0.6710 0.5497 0.4503 0.3688 qs 0.1392 0.0194 0.0027 0.0004 0.0001 ms 0.2090 0.0437 0.0091 0.0019 0.0004 spinf 0.0185 0.0099 0.0053 0.0028 0.0015 sw -0.0228 -0.0114 -0.0057 -0.0028 -0.0014 kpf 0.9966 0.9881 0.9753 0.9586 0.9384 kp 0.9971 0.9900 0.9793 0.9653 0.9483 winfAWE 0.3237 0.2579 0.1966 0.1453 0.1057 winf 0.7499 0.5975 0.4554 0.3366 0.2449 ygap 0.8230 0.6618 0.5175 0.3913 0.2838 rstar 0.9784 0.9573 0.9367 0.9165 0.8967 xi 0.9243 0.8496 0.7769 0.7068 0.6401 xCF 0.9706 0.9156 0.8485 0.7760 0.7024 xCH 0.9612 0.9031 0.8442 0.7900 0.7417 pH 0.9858 0.9484 0.8944 0.8299 0.7599 pF 0.9858 0.9484 0.8944 0.8299 0.7599 xIF 0.9730 0.9255 0.8650 0.7955 0.7200 xIH 0.9619 0.9063 0.8433 0.7758 0.7056 pI 0.9858 0.9484 0.8944 0.8299 0.7599 xHstar 0.9316 0.8700 0.8118 0.7563 0.7030 rer 0.9016 0.8105 0.7261 0.6491 0.5803 y_star 0.9022 0.8139 0.7343 0.6625 0.5977 bstar 0.9979 0.9921 0.9830 0.9709 0.9564 piS 0.0227 0.0020 -0.0042 -0.0061 -0.0068 zeta 0.9567 0.9152 0.8756 0.8377 0.8014 zeta2 0.9612 0.9238 0.8880 0.8535 0.8203 tb 0.9110 0.8093 0.7047 0.6023 0.5055 m 0.9791 0.9366 0.8797 0.8129 0.7399 pistar 0.3026 0.0915 0.0277 0.0084 0.0025 xHstarf 0.9402 0.8726 0.8016 0.7299 0.6593 pinfh 0.8824 0.7719 0.6709 0.5805 0.5007 unat -0.0228 -0.0114 -0.0057 -0.0028 -0.0014 auxi 0.0000 0.0000 0.0000 0.0000 0.0000 auxi1 0.0000 0.0000 0.0000 0.0000 0.0000 pHflex 0.9474 0.8853 0.8184 0.7494 0.6803 pIflex 0.9474 0.8853 0.8184 0.7494 0.6803 xCFf 0.9488 0.8677 0.7792 0.6919 0.6093 xCHf 0.9438 0.8650 0.7870 0.7175 0.6579 pFflex 0.9474 0.8853 0.8184 0.7494 0.6803 xIFf 0.9641 0.9060 0.8353 0.7567 0.6737 xIHf 0.9613 0.9009 0.8298 0.7524 0.6717 rerflex 0.9042 0.8161 0.7353 0.6617 0.5949 xif 0.9049 0.8133 0.7266 0.6457 0.5711 bstarf 0.9979 0.9917 0.9819 0.9689 0.9529 mflex 0.9640 0.9045 0.8331 0.7553 0.6749 tbf 0.9379 0.8552 0.7636 0.6687 0.5740 pFstar 0.9016 0.8129 0.7329 0.6607 0.5957 spinfM 0.1687 0.1115 0.0737 0.0487 0.0322 epinfMma -0.0000 0.0000 0.0000 0.0000 0.0000 pinfF 0.8287 0.6129 0.4014 0.2188 0.0741 mcF 0.8054 0.6232 0.4626 0.3280 0.2203 pYflex 0.9310 0.8444 0.7511 0.6562 0.5625 yHf 0.9661 0.9309 0.8960 0.8620 0.8287 y 0.9540 0.9043 0.8542 0.8051 0.7576 pY 0.8944 0.7804 0.6673 0.5600 0.4614 Total computing time : 20h31m58s Note: 90 warning(s) encountered in the preprocessor