عنوان

Practical nonparametric and semiparametric Bayesian statistics /

0387985174

9780387985176

dltt

Practical nonparametric and semiparametric Bayesian statistics /

[Book]

Dipak Dey, Peter Müller, Debajyoti Sinha (editors)

xvi, 369 pages :

illustrations ;

24 cm

Lecture notes in statistics ;

133

Includes bibliographical references

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

0

Bayesian statistical decision theory

Nonparametric statistics

ondelette

processus Levy

Régression

Statistique Bayes

QA

Dey, Dipak

Müller, Peter,1963 August 9-

Sinha, Debajyoti

20160712063007.0

[Book]

Y