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Nonparametric Econometrics

Author: Adrian Pagan; Aman Ullah
Publisher: Cambridge : Cambridge University Press, 1999.
Series: Themes in Modern Econometrics; Themes in modern econometrics.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This book systematically and thoroughly covers the vast literature on the nonparametric and semiparametric statistics and econometrics that has evolved over the last five decades. within this framework this is the first book to discuss the principles of the nonparametric approach to the topics covered in a first year graduate course in econometrics, e.g. regression function, heteroskedasticity, simultaneous  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Adrian Pagan; Aman Ullah
ISBN: 9780511612503 0511612508
OCLC Number: 668204619
Description: 1 online resource (444 pages).
Contents: 1. Introduction; 2. Methods of density estimation; 3. Conditional moment estimation; 4. Nonparametric estimation of derivatives; 5. Semiparametric estimation of single equation models; 6. Semi and nonparametric estimation of simultaneous equation models; 7. Semiparametric estimation of discrete choice models; 8. Semiparametric estimation of selectivity models; 9. Semiparametric estimation of censored regression models; 10. Retrospect and prospect.
Series Title: Themes in Modern Econometrics; Themes in modern econometrics.
Responsibility: Adrian Pagan, Aman Ullah.

Abstract:

This book systematically and thoroughly covers a vast literature on the nonparametric and semiparametric statistics and econometrics that has evolved over the last five decades.  Read more...

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'The authors of this well-produced volume merit high praise for their endeavours. This will be the most comprehensive summary of nonparametric statistics that we are likely to see for a long time. I Read more...

 
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