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Nonparametric Econometrics: Theory and Practice
 
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Nonparametric Econometrics: Theory and Practice [Hardcover]

Qi Li (Author), Jeffrey Scott Racine (Author)
5.0 out of 5 stars  See all reviews (1 customer review)

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Editorial Reviews

Review

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 )

Review

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 )

Product Details

  • Hardcover: 768 pages
  • Publisher: Princeton University Press (November 27, 2006)
  • Language: English
  • ISBN-10: 0691121613
  • ISBN-13: 978-0691121611
  • Product Dimensions: 9.9 x 7.4 x 1.6 inches
  • Shipping Weight: 3.2 pounds (View shipping rates and policies)
  • Average Customer Review: 5.0 out of 5 stars  See all reviews (1 customer review)
  • Amazon Bestsellers Rank: #335,238 in Books (See Top 100 in Books)

More About the Author

Qi Li
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5 of 5 people found the following review helpful:
5.0 out of 5 stars The go-to book for advanced non-parametrics, May 30, 2008
By Jeffrey Smith "econjeff" (Ann Arbor, MI United States) - See all my reviews
(REAL NAME)   
This review is from: Nonparametric Econometrics: Theory and Practice (Hardcover)

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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