Dynamic model selection
Posted: Mon Mar 19, 2012 8:52 am
Dear Eviews expert,
I have a question about the program attached. This program is designed to apply a rolling regression. The program selects each point in time the best model, according AIC, BIC, Adj R2 and PCS, which is used to make 1-step ahead forecasts.
As an additional model selection criterion I would like to do the following: estimate the full model with all possible regressors each point in time and retain only the 3 variables in the model with the highest t-statistics. So, only I want to hold the variables in the model which rank the highest in t-statistics. Then, I would like to use this model to make 1-step ahead forecasts. How can I program this dynamic model selection?
I hope you can help me and thank you very much in advance!
I have a question about the program attached. This program is designed to apply a rolling regression. The program selects each point in time the best model, according AIC, BIC, Adj R2 and PCS, which is used to make 1-step ahead forecasts.
As an additional model selection criterion I would like to do the following: estimate the full model with all possible regressors each point in time and retain only the 3 variables in the model with the highest t-statistics. So, only I want to hold the variables in the model which rank the highest in t-statistics. Then, I would like to use this model to make 1-step ahead forecasts. How can I program this dynamic model selection?
I hope you can help me and thank you very much in advance!