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The 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.
1 349 kr
1 079 kr
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I lager, skickas inom 5 till 6 vardagar
Robert M. Groves, Floyd J. Fowler Jr., Mick P. Couper, James M. Lepkowski, Eleanor Singer, Roger Tourangeau
Trochim, Donnelly, Arora Kanika
Paul Rosenbaum
Michael Hitt, R. Duane Ireland, Robert Hoskisson, Jeffrey Harrison
Mark V. Siegler
Leslie Hamilton, Philip Webster
Nigel G. Evans
David A. Aaker, Christine Moorman
David Alexander, Christopher Nobes
Michael Aamodt
Richard Daft, Jonathan Murphy, Hugh Willmott, Aneesh Banerjee
Mik Wisniewski, Farhad Shafti, Wee Yeo
BPP Learning Media
S. David Young, Jacob Cohen, Daniel A. Bens
Michael Schaub, Marc Kéry
Frederick Giesecke, Shawna Lockhart, Marla Goodman, Cindy Johnson
Glen O. Gabbard
Laurie J. Vitt, Janalee P. Caldwell
Larry Squire
Claude Cohen-Tannoudji, Bernard Diu, Franck Laloe
Council of Science Editors
Roger Kerry, Barbara Cagnie
Horst Löfgren
Mikael Hjerm, Simon Lindgren, Marco Nilsson
Anders Broström, Karl Wennberg
Silje Bringsrud Fekjaer
Monica Dalen
Christer Thrane
Gunnar Olofsson
Peter Esaiasson, Mikael Gilljam, Henrik Oscarsson, Ann Towns, Lena Wängnerud, Anders Sundell
Erik Rautalinko
Erik Berntson, Claudia Bernhard-Oettel, Johnny Hellgren, Katharina Näswall, Magnus Sverke
