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Econometric analysis of cross section and panel data

Author: Jeffrey M Wooldridge
Publisher: Cambridge, Mass. : MIT Press, ©2010.
Edition/Format:   Print book : English : 2nd edView all editions and formats
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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Document Type: Book
All Authors / Contributors: Jeffrey M Wooldridge
ISBN: 9780262232586 0262232588
OCLC Number: 707711824
Description: xxvii, 1064 p. : illustrations ; 24 cm
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.
Responsibility: Jeffrey M. Wooldridge.

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"I highly recommend this book for graduate classes in econometrics. We have used it at MIT and the students find it extremely helpful. Wooldridge covers topics in a highly readable and insightful Read more...

 
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