Practical nonparametric and semiparametric Bayesian statistics / Dipak Dey, Peter Müller, Debajyoti Sinha (editors).

Other author Dey, Dipak.
Other author Müller, Peter, 1963 August 9-
Other author Sinha, Debajyoti.
Format Book
Publication InfoNew York : Springer, ©1998.
Descriptionxvi, 369 pages : illustrations ; 24 cm.
Subjects
Bayesian statistical decision theory.
Nonparametric statistics.

SeriesLecture notes in statistics ; 133
Lecture notes in statistics (Springer-Verlag) ; v. 133. ^A162590
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.
Bibliography noteIncludes bibliographical references.
LCCN 98016460
ISBN0387985174 (softcover : alk. paper)

Availability

Library Location Call Number Status Item Actions
Joyner General Stacks QA279.5 .P73 1998 ✔ Available Place Hold