Nonparametric and semiparametric models

By:

Hardle, Wolfgang

Contributor(s):

Material type: Text

9783540207221
3540207228

Subject(s):

DDC classification:

519.5 NON

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.

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 used by master and PhD students or researchers.

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Holdings
Item type	Current library	Collection	Call number	Status	Date due	Barcode	Item holds
Permanent Reference	Main Library Permanent Reference	Reference	519.5 NON (Browse shelf(Opens below))	Not for loan		012138
Reference Books	Main Library Reference	Reference	519.5 NON (Browse shelf(Opens below))	Available		011303

Total holds: 0

Bibliography & Index

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.

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 used by master and PhD students or researchers.

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