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Lecture Notes in Statistics

Practical Nonparametric and Semiparametric Bayesian Statistics

Editors: Dey, Dipak D., MüIler, Peter, Sinha, Debajyoti (Eds.)

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  • ISBN 978-1-4612-1732-9
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About this book

A compilation of original articles by Bayesian experts, this volume presents perspectives on recent developments on nonparametric and semiparametric methods in Bayesian statistics. The articles discuss how to conceptualize and develop Bayesian models using rich classes of nonparametric and semiparametric methods, how to use modern computational tools to summarize inferences, and how to apply these methodologies through the analysis of case studies.

Table of contents (20 chapters)

  • Computing Nonparametric Hierarchical Models

    Escobar, Michael D. (et al.)

    Pages 1-22

  • Computational Methods for Mixture of Dirichlet Process Models

    MacEachern, Steven N.

    Pages 23-43

  • Nonparametric Bayes methods using predictive updating

    Newton, Michael A. (et al.)

    Pages 45-61

  • Dynamic Display of Changing Posterior in Bayesian Survival Analysis

    Doss, Hani (et al.)

    Pages 63-87

  • Semiparametric Bayesian Methods for Random Effects Models

    Ibrahim, Joseph G. (et al.)

    Pages 89-114

Buy this book

eBook $149.00
price for USA in USD (gross)
  • ISBN 978-1-4612-1732-9
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $199.00
price for USA in USD
  • ISBN 978-0-387-98517-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Practical Nonparametric and Semiparametric Bayesian Statistics
Editors
  • Dipak D. Dey
  • Peter MüIler
  • Debajyoti Sinha
Series Title
Lecture Notes in Statistics
Series Volume
133
Copyright
1998
Publisher
Springer-Verlag New York
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4612-1732-9
DOI
10.1007/978-1-4612-1732-9
Softcover ISBN
978-0-387-98517-6
Series ISSN
0930-0325
Edition Number
1
Number of Pages
XVI, 392
Topics