Large Initial Values in Historical Decomposition Due to High Persistence

Dear Prof. Pfeifer,

Thank you for your reply.

I understand better now, I remember you have mentioned the same thing when I asked you about the observation equations in my model in the post linked below, and you said:

“Yes, those steady states [y_obs and y]need to be roughly equal. Any deviation between the two concepts will need to be explained by shocks.”

I have since checked my steady state values, and it seems I may have been mistaken in judging them as “roughly equal.” For your reference:

Variable Steady State Value
y_obs 0
y 1.8548
r_obs 0.01005
r 1.0101
pi_obs 0
pi 1

I also have the following observation equations:

y_obs = log(y) - log(y(-1))
r_obs = log(r)
pi_obs = log(pi)

where I have demeaned the growth rate in output. Also, pi and r in my model is the gross inflation and gross interest rates, respectively.

Do you think these values can be considered “roughly equal,” or should I treat the differences as problematic?

I have also attached the data if you deem that useful.

Thank you so much,

Using log-differenced GDP in a non-linear model with stationary output variable

Data:
data.xlsx (25.1 KB)