Prior Processes and Their Applications: Nonparametric Bayesian Estimation (Bog, Paperback / softback, Engelsk)
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Prior Processes and Their Applications: Nonparametric Bayesian Estimation

(Bog, Paperback / softback, Engelsk)
Forfatter: Eswar G. Phadia
Prior Processes and Their Applications: Nonparametric Bayesian Estimation
Forlag: Springer International Publishing AG

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After an overview of different prior processes, it examines the now pre-eminent Dirichlet process and its variants including hierarchical processes, then addresses new processes such as dependent Dirichlet, local Dirichlet, time-varying and spatial processes, all of which exploit the countable mixture representation of the Dirichlet process.

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Alle detaljer

Forlag Springer International Publishing AG
Forfatter Eswar G. Phadia
Type Bog
Format Paperback / softback
Sprog Engelsk
Udgave Softcover reprint of the original 2nd ed. 2016
Udgivelsesdato 22-04-2018
Første udgivelsesår 2018
Serie Springer Series in Statistics
Illustrationer 1 Illustrations, color; XVII, 327 p. 1 illus. in color.
Originalsprog Switzerland
Sideantal 327
Indbinding Paperback / softback
Forlag Springer International Publishing AG
Sideoplysninger 327 pages, 1 Illustrations, color; XVII, 327 p. 1 illus. in color.
Mål 235 x 155
ISBN-13 / EAN-13 9783319813707