Logit/Probit models and Panel Data
Posted: Thu Aug 12, 2010 7:02 am
Hello everybody,
I am using EViews 7 and my workfile comprises binary panel data. I know, that Logit/Probit models also work on Panel data, but I have some specific questions and would like to ask for some support:
1.) How can I account for fixed or random effects in the panel data when estimating a Logit/Probit model?
2.) When there are lagged dependent variables present on the right hand side, biased or inconsistent estimates of the Logit/Probit model can be present. Thus, does Eviews account for lagged dependent variables? If not, did anyone ever program a logl-object for maximum likelihood estimation (e.g. based on log-likelihood function described in Heckman 1981 ("Statistical models for discrete panel data" in "Structural Analysis of discrete data"))?
3.) Is there a function to estimate heteroskedastic-corrected probits (e.g. "Hetprob" in STATA)?
Thank you very much and best regards,
Chris
I am using EViews 7 and my workfile comprises binary panel data. I know, that Logit/Probit models also work on Panel data, but I have some specific questions and would like to ask for some support:
1.) How can I account for fixed or random effects in the panel data when estimating a Logit/Probit model?
2.) When there are lagged dependent variables present on the right hand side, biased or inconsistent estimates of the Logit/Probit model can be present. Thus, does Eviews account for lagged dependent variables? If not, did anyone ever program a logl-object for maximum likelihood estimation (e.g. based on log-likelihood function described in Heckman 1981 ("Statistical models for discrete panel data" in "Structural Analysis of discrete data"))?
3.) Is there a function to estimate heteroskedastic-corrected probits (e.g. "Hetprob" in STATA)?
Thank you very much and best regards,
Chris