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From | mmolina@uniroma3.it |
To | statalist@hsphsun2.harvard.edu |
Subject | st: [Fwd: Two-step Probit after merging] |
Date | Wed, 15 Sep 2010 13:27:55 +0200 (CEST) |
Dear Statalist, Thanks Marteen. Appart I agree that it depends on the nature of the data but I was wondering that as the 2SIV and Newey¡¯s estimator do not estimate ¥ä and ¥ë but rather ¥ä¥ñ = [1/(1-¥ñ©÷)¨ö]¥ä and ¥ë¥ñ = [1/(1-¥ñ©÷)¨ö] ¥ë where ¥ñ is the correlation coefficient between ui and vi and we assume that ¥íi = vi©¬ + ui. Because ui and vi are jointly normal, ¥íi is also normal and I have a merged database of only two years (two observations for each id) my concern is that I'm not controlling for the possible lack of independence between the two observation. Then my question is are these estimates necessarily biased? Thanks a lot