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.
發表於2024-06-26
Econometric Analysis of Cross Section and Panel Data 2024 pdf epub mobi 電子書 下載
逐字逐句,用力讀瞭上半冊(前11章),兩遍,做瞭課後每道題。打算再讀個五六遍吧。 修讀過幾年的計量課程,翻過多種計量經濟學書籍,迄今為止,沒見到比這本更好的進階版教材。愛不釋手。 好在哪裏?理論和實踐並重,簡潔、清晰,層次分明。做實證研究遇到技術問題?拿過來當...
評分這條大概評瞭計量裏用到的4本兒書。從8211到8212到8221-8228 2個PhD level的sequence課,這本書都是老師推薦又有推薦的書。作為同樣推薦的Greene, Hayashi, 和Hamilton的time series,加起來給瞭完善的grad-level計量架構。Greene到GMM之前的GLS講解作為第一個sequence課程的教...
評分逐字逐句,用力讀瞭上半冊(前11章),兩遍,做瞭課後每道題。打算再讀個五六遍吧。 修讀過幾年的計量課程,翻過多種計量經濟學書籍,迄今為止,沒見到比這本更好的進階版教材。愛不釋手。 好在哪裏?理論和實踐並重,簡潔、清晰,層次分明。做實證研究遇到技術問題?拿過來當...
評分最近讀瞭這一版,整體變動不算大,加瞭些東西諸如Quantile regression,QMLE,Time-varying individual effects model等內容,可是都淺入淺齣,不夠過癮。這本書距上版已經n多年瞭,感覺更新不如之前想象的大。所以總的感覺來書,驚奇遠不及第一版來得大,第一版像win95,這一...
評分這條大概評瞭計量裏用到的4本兒書。從8211到8212到8221-8228 2個PhD level的sequence課,這本書都是老師推薦又有推薦的書。作為同樣推薦的Greene, Hayashi, 和Hamilton的time series,加起來給瞭完善的grad-level計量架構。Greene到GMM之前的GLS講解作為第一個sequence課程的教...
圖書標籤: Econometrics 經濟學 計量經濟學 economics 計量 Panel 方法論 Metrics
kill me first
評分一個月搞定
評分世上無難事,隻怕有心人
評分高計I的Textbook
評分kill me first
Econometric Analysis of Cross Section and Panel Data 2024 pdf epub mobi 電子書 下載