Econometric Analysis of Cross Section and Panel Data

Econometric Analysis of Cross Section and Panel Data pdf epub mobi txt 電子書 下載2025

出版者:The MIT Press
作者:Jeffrey M Wooldridge
出品人:
頁數:1096
译者:
出版時間:2010-11-30
價格:USD 90.00
裝幀:Hardcover
isbn號碼:9780262232586
叢書系列:
圖書標籤:
  • Econometrics 
  • 經濟學 
  • 計量經濟學 
  • economics 
  • 計量 
  • Panel 
  • 方法論 
  • Metrics 
  •  
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The second edition of this acclaimed graduate text provides a unified treatment of the analysis of two kinds of data structures used in contemporary econometric research: cross section data and panel data. The book covers both linear and nonlinear models, including models with dynamics and/or individual heterogeneity. In addition to general estimation frameworks (particularly methods of moments and maximum likelihood), specific linear and nonlinear methods are covered in detail, including probit and logit models, multinomial and ordered choice models, Tobit models and two-part extensions, models for count data, various censored and missing data schemes, causal (or treatment) effect estimation, and duration analysis. Control function and correlated random effects approaches are expanded to allow estimation of complicated models in the presence of endogeneity and heterogeneity.

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 sampling problems, an important topic for empirical researchers; expanded discussion of "generalized instrumental variables" (GIV) estimation; new coverage of inverse probability weighting; a more complete framework for estimating treatment effects with assumptions concerning the intervention and different data structures, including 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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讀後感

評分

最近读了这一版,整体变动不算大,加了些东西诸如Quantile regression,QMLE,Time-varying individual effects model等内容,可是都浅入浅出,不够过瘾。这本书距上版已经n多年了,感觉更新不如之前想象的大。所以总的感觉来书,惊奇远不及第一版来得大,第一版像win95,这一...  

評分

在看过的计量教科书中,此书最容易上手框架最易被接受。 容易上手在于i.i.d的假设下,极限定理都比较简单,整本书基本没有时间序列的内容,自然降低了内容的复杂性。 最易被接受在于Wooldridge的行文方式,看到Part III才知道前两部分是被承的上,后两部分是被启的下。作为入门...  

評分

图书馆偶然翻了翻这本书,翻得恶心之至。 Wooldridge那么好的文笔,翻译得不够简洁易懂就算了,关键是错误百出,这种译者有没有拷问下自己的良心,误导读者走弯路是多大的罪过。 最可笑的是此人还翻译了Sargent那本高宏,oh my god,他是想说他一人精通经济两个大方向的前沿? ...  

評分

如果想真正掌握现代计量经济学,这本书必须仔细阅读,而且不止一遍。不妨做好详细的笔记,完成课后的部分习题(有答案书)。 我的很多同学都说,读了这本书,才真正理解计量的一些思维方式。相比而言,Greene没有什么思想,大杂烩而已;Johnston略浅;Hayashi有辉煌的前4章,...  

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逐字逐句,用力读了上半册(前11章),两遍,做了课后每道题。打算再读个五六遍吧。 修读过几年的计量课程,翻过多种计量经济学书籍,迄今为止,没见到比这本更好的进阶版教材。爱不释手。 好在哪里?理论和实践并重,简洁、清晰,层次分明。做实证研究遇到技术问题?拿过来当...  

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