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Practical nonparametric and semiparametric Bayesian statistics

Author: Dipak Dey; Peter Müller; Debajyoti Sinha
Publisher: New York : Springer, ©1998.
Series: Lecture notes in statistics (Springer-Verlag), v. 133.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

A compilation of original articles by Bayesian experts, this volume presents perspectives on recent developments on nonparametric and semiparametric methods in Bayesian statistics.

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Genre/Form: Aufsatzsammlung
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Dipak Dey; Peter Müller; Debajyoti Sinha
ISBN: 0387985174 9780387985176
OCLC Number: 38765090
Description: xvi, 369 pages : illustrations ; 24 cm.
Contents: Computing nonparametric hierarchical models / M.D. Escobar and M. West --
Computational methods for mixture of Dirichlet process models / S.N. MacEachern --
Nonparametric Bayes methods using predictive updating / M.A. Newton, F.A. Quintana, and Y. Zhang --
Dynamic display of changing posterior in Bayesian survival analysis / H. Doss and B. Narasimhan --
Semiparametric Bayesian methods for random effects models / J.G. Ibrahim and K.P. Kleinman --
Nonparametric Bayesian group sequential design / P.K. Vlachos and A.E. Gelfand --
Wavelet-based nonparametric Bayes methods / B. Vidakovic --
Nonparametric estimation of irregular functions with independent or autocorrelated errors / M. Smith and R. Kohn --
Feedforward neural networks for nonparametric regression / D. Ríos Insua and P. Müller --
Survival analysis using semiparametric Bayesian methods / D. Sinha and D. Dey --
Bayesian nonparametic and covariate analysis of failure time data / P.W. Laud, P. Damien, and A.F.M. Smith --
Simulation of Lévy random fields / R.L. Wolpert and K. Ickstadt --
Sampling methods for Bayesian nonparametic inference involving stochastic processes / S. Walker and P. Damien --
Curve and surface estimation using dynamic step functions / J. Heikkinen --
Prior elicitation for semiparametric Bayesian survival analysis / J.G. Ibrahim and D. Sinha --
Asymptotic properties of nonparametic Bayesian procedures / L. Wasserman --
Modeling travel demand in Portland, Oregon / K. Ickstadt, R.L. Wolpert, and X. Lu --
Semiparametric PK/PD models / P. Müller and G. Rosner --
A Bayesian model for fatigue crack growth / L. Liu and E. Arjas --
A semiparametric model for labor earnings dynamics / K. Hirano.
Series Title: Lecture notes in statistics (Springer-Verlag), v. 133.
Responsibility: Dipak Dey, Peter Müller, Debajyoti Sinha (editors).
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