Practical nonparametric and semiparametric Bayesian statistics /

Bibliographic Details
Other Authors: Dey, Dipak, Müller, Peter, 1963 August 9-, Sinha, Debajyoti
Format: Book
Published: New York : Springer, [1998]
Series:Lecture notes in statistics (Springer-Verlag) ; v. 133.
Table of 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.