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Nonparametric Econometrics: Theory and Practice Kindle Edition

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Length: 768 pages Enhanced Typesetting: Enabled
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Editorial Reviews


"Overall, the text is a must for graduate students undertaking research in this area; the large number of exercises at the end of each chapter makes it very suitable for a graduate class on nonparametric and semiparametric techniques. In addition, because the coverage of the book is very comprehensive and up-to-date, it constitutes an excellent reference for researchers applying these techniques. Therefore, it can satisfy the needs of both audiences with a solid background in theoretical econometrics and more applied audiences."--Margarita Genius, European Review of Agricultural Economics

"This book is ideal for a specialised graduate course. Li and Racine have done a fantastic job of bringing together all the latest developments in non-parametric estimation and treating them in a unified, accessible way. In particular, recent developments on using mixed continuous and discrete data, research to which Li and Raci have contributed immensely, are well covered."--Economic Record

From the Back Cover

"Nonparametric Econometrics by Li and Racine is a must for any serious econometrician or statistician who is working on cutting-edge problems. The theoretical treatment of nonparametric methods is remarkably complete in its coverage of mainstream and relatively arcane topics. I particularly like Li and Racine's general treatment of continuous and discrete regressors and of specification testing, topics that I have not seen handled in such a comprehensive fashion. I will certainly use this in my graduate econometrics courses and in conducting my own research."--Robin Sickles, Rice University

"Very few studies have tried to apply the nonparametric techniques to analyze real data. The lack of applications of those techniques is perhaps attributable to the lack of a good textbook that explains intuitively how and why those techniques work. This book by Li and Racine serves both applied researchers and graduate students. It is written in plain language so that it can be understood by anyone with basic econometrics but zero knowledge of nonparametric methods. And it contains enough specifics that clearly spell out steps to implement those methods."--Chunrong Ai, University of Florida

"This book represents a very significant contribution to the field of econometrics. It provides an extremely thorough coverage of our knowledge in the area of nonparametric and semiparametric methods as they apply to economic models and economic data. And it makes accessible, for the first time, a body of relatively new material relating to discrete and 'mixed' data. There is a good balance of theoretical material and applications. Apart from serving as a superb teaching text in graduate-level courses where the students have a strong econometrics/statistics preparation, I believe this book will become a must-have reference resource for many researchers."--David E. Giles, University of Victoria

Product Details

  • File Size: 49804 KB
  • Print Length: 768 pages
  • Publisher: Princeton University Press (October 9, 2011)
  • Publication Date: October 9, 2011
  • Sold by: Amazon Digital Services, Inc.
  • Language: English
  • ASIN: B006ITP1BU
  • Text-to-Speech: Enabled
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  • Word Wise: Not Enabled
  • Lending: Not Enabled
  • Enhanced Typesetting: Enabled
  • Amazon Best Sellers Rank: #1,301,989 Paid in Kindle Store (See Top 100 Paid in Kindle Store)
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10 of 10 people found the following review helpful By Jeffrey Smith on May 30, 2008
Format: Hardcover Verified Purchase
I have been through the first four chapters of the book now with a student in some detail. This is a very nice book. It is clearly written and covers the frontier of the literature. It is not appropriate as a first treatment of non-parametrics as it presumes some background knowledge. A reader new to the area should start with something a bit more applied such as the older Silverman or Haerdle books. This book is also more proof-oriented than the Pagan and Ullah book. I think of this book as oriented toward an advanced graduate course or as a reference book for those who use these methods and want to understand their theoretical econometric foundations. The book is particulary strong, not surprisingly, on things that the authors have written a lot about, such as kernel regression and cross-validation.

Disclaimer: I know both Jeff and Qi.
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