Free Econometric Analysis of Cross Section and Panel Data (MIT Press)

[Free.PaNp] Econometric Analysis of Cross Section and Panel Data (MIT Press)

[Free.PaNp] Econometric Analysis of Cross Section and Panel Data (MIT Press)

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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. How does foreign direct investment affect economic growth? Abstract We test the effect of foreign direct investment (FDI) on economic growth in a cross-country regression framework utilizing data on FDI flows from Econometrics Books This webpage provides recommendations for econometrics books Options for undergraduate econometrics graduate econometrics and other fields are provided The other Time Series Analysis for Business Forecasting Balancing Success in Business Without metrics management can be a nebulous if not impossible exercise How can we tell if we have met our goals if we do not know Information Technology and Productivity: Information Technology and Productivity: A Review of the Literature Erik Brynjolfsson Shinkyu Yang MIT Sloan School of Management Cambridge Massachusetts Econometric Links Econometrics Journal econometriclinkscom the Econometric Links of the Econometrics Journalby Marius Oomssince 1995 Link or bookmark: econometriclinkscomor http Panel Data Econometrics - univ-orleansfr General introduction Panel Data Econometrics Master of Science in Economics - University of Geneva Christophe Hurlin Universit dOrlans University of Orlans 1 The problem of causality in policy analysis Internal vs 1 Econometric & other impact assessment approaches to policy analysis Part 11 The problem of causality in policy analysis Internal vs external validity Does banking sector development promote economic growth Does banking sector development promote economic growth? An empirical analysis for selected countries in Central and South Eastern Europe Stata: Data Analysis and Statistical Software Title Testing for panel-level heteroskedasticity and autocorrelation Author Vince Wiggins StataCorp Brian Poi StataCorp Information Technology and Productivity: - MIT Sloan Information Technology and Productivity: A Review of the Literature Erik Brynjolfsson Shinkyu Yang MIT Sloan School of Management Cambridge Massachusetts
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