I was looking for a book that could explain me well the Generalized Method of Moments, its mathematical nuances, and even have a look to the empirical side, maybe with some guided exercises with Stata or another software package. Thanks in advance!
2 Answers
I second the choice of Hayashi. Additionally, you will find more detail (not on Stata, though) in Generalized Method of Moments, Alastair R. Hall.
Econometrics by Fumio Hayashi is probably the book you are looking for. It treats a range of estimation techniques, such as OLS, IV etc., as special cases of GMM. A lot of the chapters include empirical applications of the methods used.
It does give data sets for the empirical exercises but does not cover any specific software package.