Econometric analysis of cross section and panel data / Jeffrey M. Wooldridge.

Incluye bibliografía.

Introduction and background. Introduction ; Conditional expectations and related concepts in econometrics ; Basic asymptotic theory -- Linear models. The single-equation linear model and OLS estimation ; Instrumental variables estimation of single-equation linear models -- Additional single-equation topics ; Estimating systems of equations by OLS and GLS ; System estimation by instrumental variables ; Simultaneous equations models ; Basic linear unobserved effects panel data models ; More topics in linear unobserved effects models -- General approaches to nonlinear estimation. M-estimation ; Maximum likelihood methods ; Generalized method of moments and minimum distance estimation -- Nonlinear models and related topics. Discrete response models ; Corner solution outcomes and censored regression models ; Sample selection, attrition, and stratified sampling ; Estimating average treatment effects ; Count data and related models ; Duration analysis.