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Maximum Penalized Likelihood Estimation: Volume I: Density Estimation PDF

514 Pages·2001·37.627 MB·English
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by P.P.B. Eggermont, Vincent N. LaRiccia| 2001| 514 pages| 37.627| English

About Maximum Penalized Likelihood Estimation: Volume I: Density Estimation

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.

Detailed Information

Author:P.P.B. Eggermont, Vincent N. LaRiccia
Publication Year:2001
ISBN:387952683
Pages:514
Language:English
File Size:37.627
Format:PDF
Price:FREE
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