function censReg in panel data setting
Dear Igors
On 9 September 2011 22:00, Igors <igors.lahanciks at gmail.com> wrote:
Thank you for your answer. However it doesn't solve my problem fully. The problem is that I have much bigger data set than I sent to you (it was only a small part : 874 obs.). My full data set is 546718 obs. If I try to use censReg on full data set, then it still gives me the same already mentioned error about Na's in the initial gradient. I have sent you an e-mail with full dataset and the code.
Thanks!
I would really appreciate if you could check how it works and suggest me how to solve this problem.
Now, I get the same error message. The problem is that the log-likelihood function becomes minus infinity. I guess that this problem occurs, because a likelihood contribution of (at least) one individual observation is so small that it is rounded zero and hence, its logarithm is minus infinity. However, I have to take a deeper look into this issue before I can give a definite answer and hopefully find a solution.
I have noticed that you use "iterlim" argumet to specify maximum number of iterations. ?How this argument could affect possibility of obtaining estimates?
Using your small data set, the maximization of the (log) likelihood function in censReg() did not converge within 100 iterations. Therefore, I increased the maximum number of iterations from 100 to 200 -- and then the maximization converged :-( /Arne
Arne Henningsen http://www.arne-henningsen.name