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Nonparametric Bayesian Inference

Softcover - 9783031613319
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Hardcover - 9783031613289
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Hardcover - 9783031613289
213,99 €

Beschreibung

This book is a compilation of unpublished papers written by Jean-Marie Rolin (with several co-authors) on nonparametric bayesian estimation.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.

Contributions by Jean-Marie Rolin

Contributions by Jean-Marie Rolin

Details

Verlag Springer International Publishing
Ersterscheinung 22. Oktober 2025
Maße 23.5 cm x 15.5 cm
Gewicht 593 Gramm
Format Softcover
ISBN-13 9783031613319
Seiten 376

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