P P B Eggermont

(Author)

Maximum Penalized Likelihood Estimation: Volume I: Density Estimation (2001)Hardcover - 2001, 21 June 2001

Maximum Penalized Likelihood Estimation: Volume I: Density Estimation (2001)
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Part of Series
Springer Statistics
Part of Series
Springer Series in Statistics
Part of Series
Interdisciplinary Applied Mathematics
Print Length
512 pages
Language
English
Publisher
Springer
Date Published
21 Jun 2001
ISBN-10
0387952683
ISBN-13
9780387952680

Description

This book deals with parametric and nonparametric density estimation from the maximum (penalized) likelihood point of view, including estimation under constraints. The focal points are existence and uniqueness of the estimators, almost sure convergence rates for the L1 error, and data-driven smoothing parameter selection methods, including their practical performance. The reader will gain insight into technical tools from probability theory and applied mathematics.

Product Details

Authors:
P P B EggermontVincent N Lariccia
Book Edition:
2001
Book Format:
Hardcover
Country of Origin:
US
Date Published:
21 June 2001
Dimensions:
23.39 x 15.6 x 2.87 cm
ISBN-10:
0387952683
ISBN-13:
9780387952680
Language:
English
Location:
New York, NY
Pages:
512
Publisher:
Weight:
916.26 gm

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