Chapter: Generalized Additive Models

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Home > Nonparametric and Semiparametric Models > Generalized Additive Models

Nonparametric and Semiparametric Models |

Wolfgang Karl Härdle; Marlene Müller; Stefan Sperlich; Axel Werwatz

Springer Berlin Heidelberg

Generalized Additive Models

Chapter Info

Authors

Wolfgang Härdle; Axel Werwatz; Marlene Müller; Stefan Sperlich

ARI Id

1664861219719_3824594

Access

Not Available Free

Pages

253-277

DOI

10.1007/978-3-642-17146-8_9

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-642-17146-8_9

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Chapters/Headings	Author(s)	Pages	Info
Front Matter		I-XXVII
Introduction	Wolfgang Härdle; Axel Werwatz; Marlene Müller; Stefan Sperlich	1-18
Front Matter		19-19
Histogram	Wolfgang Härdle; Axel Werwatz; Marlene Müller; Stefan Sperlich	21-38
Nonparametric Density Estimation	Wolfgang Härdle; Axel Werwatz; Marlene Müller; Stefan Sperlich	39-83
Nonparametric Regression	Wolfgang Härdle; Axel Werwatz; Marlene Müller; Stefan Sperlich	85-141
Front Matter		143-143
Semiparametric and Generalized Regression Models	Wolfgang Härdle; Axel Werwatz; Marlene Müller; Stefan Sperlich	145-165
Single Index Models	Wolfgang Härdle; Axel Werwatz; Marlene Müller; Stefan Sperlich	167-188
Generalized Partial Linear Models	Wolfgang Härdle; Axel Werwatz; Marlene Müller; Stefan Sperlich	189-209
Additive Models and Marginal Effects	Wolfgang Härdle; Axel Werwatz; Marlene Müller; Stefan Sperlich	211-251
Generalized Additive Models	Wolfgang Härdle; Axel Werwatz; Marlene Müller; Stefan Sperlich	253-277
Back Matter		279-300
Chapters/Headings	Author(s)	Pages	Info

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