Applied Bayesian Statistics : With R and OpenBUGS Examples

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Applied Bayesian Statistics : With R and OpenBUGS Examples

種類:

電子ブック

責任表示:

by Mary Kathryn Cowles

出版情報:

New York, NY : Springer New York : Imprint: Springer, 2013

著者名:

シリーズ名:

Springer Texts in Statistics ; 98

ISBN:

9781461456964 [1461456967]

ローカル注記:

学内専用E-BOOKS (local access only)

オンライン

http://dx.doi.org/10.1007/978-1-4614-5696-4

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子書誌情報

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詳細

主題:

Statistical Theory and Methods; Statistics

分類・件名:

DC23 : 519.5
LCSH : Statistics
LCSH : Mathematical statistics
FREE : Statistics
FREE : Statistical Theory and Methods

形態:

XIV, 232 p. 68 illus., 27 illus. in color : digital

目次情報:

What is Bayesian statistics?
Review of probability
Introduction to one-parameter models
Inference for a population proportion
Special considerations in Bayesian inference
Other one-parameter models and their conjugate priors
More realism please: Introduction to multiparameter models
Fitting more complex Bayesian models: Markov chain Monte Carlo
Hierarchical models, and more on convergence assessment
Regression and hierarchical regression models
Model Comparison, Model Checking, and Hypothesis Testing
References
Index

What is Bayesian statistics?
Review of probability
Introduction to one-parameter models
Inference for a population proportion
Special considerations in Bayesian inference
Other one-parameter models and their conjugate priors

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書誌ID:

KB00010074

内容紹介

目次情報

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