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Econometric analysis of cross section and panel data

저자: Jeffrey M Wooldridge
출판사: Cambridge, Mass. : MIT Press, ©2002.
판/형식:   Print book : 영어모든 판과 형식 보기
데이터베이스:WorldCat
요약:
This text provides a rigorous treatment of contemporary methods used in microeconometric research. The book makes clear that applied microeconometrics is about the estimation of marginal and treatment effects, and that parametric estimation is simply a means to this end.
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자료 유형: 인터넷 자료
문서 형식: 책, 인터넷 자원
모든 저자 / 참여자: Jeffrey M Wooldridge
ISBN: 0262232197 9780262232197 0262232332 9780262232333
OCLC 번호: 47521388
설명: xxi, 752 pages ; 24 cm
내용: Introduction and background. Introduction ; Conditional expectations and related concepts in econometrics ; Basic asymptotic theory --
Linear models. The single-equation linear model and OLS estimation ; Instrumental variables estimation of single-equation linear models --
Additional single-equation topics ; Estimating systems of equations by OLS and GLS ; System estimation by instrumental variables ; Simultaneous equations models ; Basic linear unobserved effects panel data models ; More topics in linear unobserved effects models --
General approaches to nonlinear estimation. M-estimation ; Maximum likelihood methods ; Generalized method of moments and minimum distance estimation --
Nonlinear models and related topics. Discrete response models ; Corner solution outcomes and censored regression models ; Sample selection, attrition, and stratified sampling ; Estimating average treatment effects ; Count data and related models ; Duration analysis.
책임: Jeffrey M. Wooldridge.

초록:

This text provides a rigorous treatment of contemporary methods used in microeconometric research. The book makes clear that applied microeconometrics is about the estimation of marginal and treatment effects, and that parametric estimation is simply a means to this end.

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