A First Course in Bayesian Statistical Methods - Softcover

Book 37 of 111: Springer Texts in Statistics

Hoff, Peter D.

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9781441908599: A First Course in Bayesian Statistical Methods
Softcover
ISBN 10: 1441908595 ISBN 13: 9781441908599
Publisher: Springer, 2016

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Synopsis

and examples.- Belief, probability and exchangeability.- One-parameter models.- Monte Carlo approximation.- The normal model.- Posterior approximation with the Gibbs sampler.- The multivariate normal model.- Group comparisons and hierarchical modeling.- Linear regression.- Nonconjugate priors and Metropolis-Hastings algorithms.- Linear and generalized linear mixed effects models.- Latent variable methods for ordinal data.

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Publisher
Springer
Publication date
2016
Language
English
ISBN 10 
1441908595
ISBN 13 
9781441908599
Binding
Paperback
Number of pages
284
Rating
  • 4.00 out of 5 stars
    52 ratings by Goodreads

Other Popular Editions of the Same Title

9780387922997: A First Course in Bayesian Statistical Methods (Springer Texts in Statistics)

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ISBN 10:  0387922997 ISBN 13:  9780387922997
Publisher: Springer, 2009
Hardcover