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Econometric analysis of cross section and panel data
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Econometric analysis of cross section and panel data

Author: Jeffrey M Wooldridge
Publisher: Cambridge, Mass. : MIT Press, ©2002.
Edition/Format: Book : EnglishView all editions and formats
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Document Type: Book
All Authors / Contributors: Jeffrey M Wooldridge
ISBN: 0262232197 9780262232197
OCLC Number: 47521388
Description: xxi, 752 p. ; 24 cm.
Contents: 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.
Responsibility: Jeffrey M. Wooldridge.

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