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    Econometric Analysis of Cross Section and Panel Data (Hardback) By (author) Jeffrey M. Wooldridge

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    DescriptionThe second edition of this acclaimed graduate text provides a unified treatment of two methods used in contemporary econometric research, cross section and data panel methods. By focusing on assumptions that can be given behavioral content, the book maintains an appropriate level of rigor while emphasizing intuitive thinking. The analysis covers both linear and nonlinear models, including models with dynamics and/or individual heterogeneity. In addition to general estimation frameworks (particular methods of moments and maximum likelihood), specific linear and nonlinear methods are covered in detail, including probit and logit models and their multivariate, Tobit models, models for count data, censored and missing data schemes, causal (or treatment) effects, and duration analysis.Econometric Analysis of Cross Section and Panel Data was the first graduate econometrics text to focus on microeconomic data structures, allowing assumptions to be separated into population and sampling assumptions. This second edition has been substantially updated and revised. Improvements include a broader class of models for missing data problems; more detailed treatment of cluster problems, an important topic for empirical researchers; expanded discussion of "generalized instrumental variables" (GIV) estimation; new coverage (based on the author's own recent research) of inverse probability weighting; a more complete framework for estimating treatment effects with panel data, and a firmly established link between econometric approaches to nonlinear panel data and the "generalized estimating equation" literature popular in statistics and other fields. New attention is given to explaining when particular econometric methods can be applied; the goal is not only to tell readers what does work, but why certain "obvious" procedures do not. The numerous included exercises, both theoretical and computer-based, allow the reader to extend methods covered in the text and discover new insights.


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  • Full bibliographic data for Econometric Analysis of Cross Section and Panel Data

    Title
    Econometric Analysis of Cross Section and Panel Data
    Authors and contributors
    By (author) Jeffrey M. Wooldridge
    Physical properties
    Format: Hardback
    Number of pages: 1096
    Width: 210 mm
    Height: 232 mm
    Thickness: 42 mm
    Weight: 1,901 g
    Language
    English
    ISBN
    ISBN 13: 9780262232586
    ISBN 10: 0262232588
    Classifications

    Warengruppen-Systematik des deutschen Buchhandels: 17820
    B&T Book Type: NF
    BIC E4L: ECO
    Nielsen BookScan Product Class 3: S4.5
    B&T Modifier: Region of Publication: 01
    B&T Modifier: Subject Development: 10
    B&T General Subject: 180
    Ingram Subject Code: BE
    B&T Modifier: Academic Level: 02
    B&T Modifier: Text Format: 06
    B&T Approval Code: A45450000
    BISAC V2.8: BUS069000
    DC22: 330.015195
    B&T Merchandise Category: UP
    BIC subject category V2: KCH
    B&T Approval Code: A45143200
    BISAC V2.8: BUS021000
    DC22: 330.01/5195
    LC subject heading: ,
    LC classification: HB139 .W663 2010
    Thema V1.0: KCH
    Edition
    2, Revised
    Edition statement
    2nd Revised edition
    Illustrations note
    4 figures, 19 tables
    Publisher
    MIT Press Ltd
    Imprint name
    MIT Press
    Publication date
    01 November 2010
    Publication City/Country
    Cambridge, Mass.
    Author Information
    Jeffrey M. Wooldridge is University Distinguished Professor of Economics at Michigan State University and a Fellow of the Econometric Society.
    Review quote
    "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 way." Jerry Hausman , John and Jennie S. MacDonald Professor of Economics, MIT "In this leading econometrics textbook, Wooldridge offers a very good explanation of the basics of the field -- making it a great resource for econometrics students -- and a contemporary treatment of many important topics, making it a wonderful reference for researchers as well. The new edition provides clear explanations of many recent developments." Whitney Newey , Jane Berkowitz Carlton and Dennis William Carlton Professor of Microeconomics, MIT "This second edition provides a comprehensive, accessible, and updated treatment of cross section and panel data methods. The book is full of useful insights, applications, and worked problems. It will serve as an invaluable textbook and reference for graduate students and researchers alike." Richard Blundell , Institute for Fiscal Studies, University College London