Econometric analysis of cross section and panel data
Wooldridge, Jeffrey M.,
Econometric analysis of cross section and panel data - 2nd ed. - Cambridge, Mass. : MIT Press, c2010. - xxvii, 1064 p. : ill. ;
Includes 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.
9780262232586 (hardcover : alk. paper) 0262232588 (hardcover : alk. paper)
Econometrics
330.015195 / WOO
Econometric analysis of cross section and panel data - 2nd ed. - Cambridge, Mass. : MIT Press, c2010. - xxvii, 1064 p. : ill. ;
Includes 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.
9780262232586 (hardcover : alk. paper) 0262232588 (hardcover : alk. paper)
Econometrics
330.015195 / WOO