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

By: Wooldridge, Jeffrey M, 1960-.
Material type: TextTextPublisher: Cambridge, Mass. : MIT Press, c2010Edition: 2nd ed.Description: xxvii, 1064 p. : ill. ; 24 cm.ISBN: 9780262232586 (hardcover : alk. paper); 0262232588 (hardcover : alk. paper).Subject(s): Econometrics -- Asymptotic theory | Econometrische analyseDDC classification: 330.015195 Other classification: 83.03 Online resources: WorldCat details | E-book Fulltext
Contents:
Introduction -- Conditional expectations and related concepts in econometrics -- Basic asymptotic theory -- Single-equation linear model and ordinary least squares estimation -- Instrumental variables estimation of single-equation linear models -- Additional single-equation topics -- Estimating systems of equations by ordinary least squares and generalized least squares -- System estimation by instrumental variables -- Simultaneous equations models -- Basic linear unobserved effects panel data models -- More topics in linear unobserved effects models -- M-estimation, nonlinear regression, and quantile regression -- Maximum likelihood methods -- Generalized method of moments and minimum distance estimation -- Binary response models -- Multinomial and ordered response models -- Corner solution responses -- Count, fractional, and other nonnegative responses -- Censored data, sample selection, and attrition -- Stratified sampling and cluster sampling -- Estimating average treatment effects -- Duration analysis.
Summary: The second edition of a comprehensive state-of-the-art graduate level text on microeconometric methods, substantially revised and updated.
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Includes bibliographical references( p. 1025-1044) and index.

Introduction -- Conditional expectations and related concepts in econometrics -- Basic asymptotic theory -- Single-equation linear model and ordinary least squares estimation -- Instrumental variables estimation of single-equation linear models -- Additional single-equation topics -- Estimating systems of equations by ordinary least squares and generalized least squares -- System estimation by instrumental variables -- Simultaneous equations models -- Basic linear unobserved effects panel data models -- More topics in linear unobserved effects models -- M-estimation, nonlinear regression, and quantile regression -- Maximum likelihood methods -- Generalized method of moments and minimum distance estimation -- Binary response models -- Multinomial and ordered response models -- Corner solution responses -- Count, fractional, and other nonnegative responses -- Censored data, sample selection, and attrition -- Stratified sampling and cluster sampling -- Estimating average treatment effects -- Duration analysis.

The second edition of a comprehensive state-of-the-art graduate level text on microeconometric methods, substantially revised and updated.

Economics

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