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Computational Bayesian Statistics

- An Introduction

af M. Antonia (Universidade de Lisboa) Amaral Turkman

indgår i Institute of Mathematical Statistics Textbooks serien

Computational Bayesian Statistics af M. Antonia (Universidade de Lisboa) Amaral Turkman
Bag om Computational Bayesian Statistics

This book explains the fundamental ideas of Bayesian analysis, with a focus on computational methods such as MCMC and available software such as R/R-INLA, OpenBUGS, JAGS, Stan, and BayesX. It is suitable as a textbook for a first graduate-level course and as a user's guide for researchers and graduate students from beyond statistics.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781108481038
  • Indbinding:
  • Hardback
  • Sideantal:
  • 254
  • Udgivet:
  • 28. februar 2019
  • Størrelse:
  • 156x235x17 mm.
  • Vægt:
  • 480 g.
  • 8-11 hverdage.
  • 9. december 2024
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This book explains the fundamental ideas of Bayesian analysis, with a focus on computational methods such as MCMC and available software such as R/R-INLA, OpenBUGS, JAGS, Stan, and BayesX. It is suitable as a textbook for a first graduate-level course and as a user's guide for researchers and graduate students from beyond statistics.

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