EFFECTIVE STATISTICAL LEARNING METHODS FOR ACTUARIES I by Michel Denuit ( 9783030258191 )

Item Details

Title:

EFFECTIVE STATISTICAL LEARNING METHODS FOR ACTUARIES I
GLMS AND EXTENSIONS

By:

Michel Denuit

Format:

Paperback / softback

List price:

£44.99

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£39.37

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ISBN 10:

303025819X

ISBN 13:

9783030258191

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Publisher:

SPRINGER NATURE SWITZERLAND AG

Pub. date:

31 October, 2019

Edition:

1st ed. 2019

Series:

Springer Actuarial

Pages:

441

Description:

This book summarizes the state of the art in generalized linear models (GLMs) and their various extensions: GAMs, mixed models and credibility, and some nonlinear variants (GNMs). Going beyond mean modeling, it considers volatility modeling (double GLMs) and the general modeling of location, scale and shape parameters (GAMLSS).

Illustrations:

23 Illustrations, color; 59 Illustrations, black and white; XVI, 441 p. 82 illus., 23 illus. in color.

Returns:

Returnable

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EFFECTIVE STATISTICAL LEARNING METHODS FOR ACTUARIES II

EFFECTIVE STATISTICAL LEARNING METHODS FOR ACTUARIES III

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