Nonparametric Bayesian Inference : Contributions by Jean-Marie Rolin
2024 ed.
Book Details
Format
Hardback or Cased Book
ISBN-10
3031613287
ISBN-13
9783031613289
Edition
2024 ed.
Publisher
Springer International Publishing AG
Imprint
Springer International Publishing AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Oct 22nd, 2024
Print length
376 Pages
Product Classification:
Bayesian inference
Ksh 36,000.00
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This book is a compilation of unpublished papers written by Jean-Marie Rolin (with several co-authors) on nonparametric bayesian estimation. Jean-Marie was professor of statistics at University of Louvain and died on November 5th, 2018. He made important contributions in mathematical statistics with applications to different fields like econometrics or biometrics.These papers cover a variety of topics, including:• The Mathematical structure of the Bayesian model and the main concepts (sufficiency, ancillarity, invariance…)• Representation of the Dirichlet processes and of the associated Polya urn model and applications to nonparametric bayesian analysis. • Contributions to duration models and to their non parametric bayesian treatment.
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