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Nonparametric and semiparametric models

Author: Wolfgang Härdle
Publisher: Berlin ; New York : Springer, ©2004.
Series: Springer series in statistics.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

It naturally splits into two parts: The first part is intended for undergraduate students majoring in mathematics, statistics, econometrics or biometrics whereas the second part is intended to be  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Wolfgang Härdle
ISBN: 3540207228 9783540207221
OCLC Number: 54880608
Description: xxvii, 299 pages ; 24 cm.
Contents: 1. Introduction --
Part I. Nonparametric models --
2. Histogram --
3. Nonparametric density estimation --
4. Nonparametric regression --
Part II. Semiparametric models --
5. Semiparametric and generalized regression models --
6. Single index models --
7. Generalized partial linear models --
8. Additive models and marginal effects --
9. Generalized additive models.
Series Title: Springer series in statistics.
Responsibility: Wolfgang Härdle [and others].
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From the reviews:"This book contains a good coverage of some of the widely used nonparametric and semiparametric modeling techniques. ... The concepts are presented very clearly with numerous Read more...

 
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