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Bayesian Nonparametrics

Gebonden Engels 2003 2003e druk 9780387955377
€ 216,99
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Samenvatting

This book is the first systematic treatment of Bayesian nonparametric methods and the theory behind them. It will also appeal to statisticians in general. The book is primarily aimed at graduate students and can be used as the text for a graduate course in Bayesian non-parametrics.

Specificaties

ISBN13:9780387955377
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:308
Uitgever:Springer New York
Druk:2003

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Inhoudsopgave

Introduction * Preliminaries and the Finite Dimensional Case * M(X) and Priors on M(X) * Dirichlet and Polya Tree Process * Consistency Theorems * Density Estimation * Inference for Location Parameter * Regression Problems * Uniform Distribution on Infinite Dimensional Spaces * Survivial Analysis-Dirichlet Priors * Neutral To Right Priors

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€ 216,99
Levertijd ongeveer 9 werkdagen
Gratis verzonden

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        Bayesian Nonparametrics