A first course in Bayesian statistical methods /
Hoff, Peter D.
A first course in Bayesian statistical methods / Peter D. Hoff. - London ; New York : Springer, c2009. - ix, 270 p. : ill. ; 24 cm. - Springer texts in statistics . - Springer texts in statistics. .
Includes bibliographical references (p. [259]-265) and index.
Introduction 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.
9780387922997
11933663
Bayesian statistical decision theory.
Social sciences--Statistical methods.
Statistique bayésienne.
Methode van Bayes.
Bayes-Verfahren.
QA279.5 / .H64 2009
A first course in Bayesian statistical methods / Peter D. Hoff. - London ; New York : Springer, c2009. - ix, 270 p. : ill. ; 24 cm. - Springer texts in statistics . - Springer texts in statistics. .
Includes bibliographical references (p. [259]-265) and index.
Introduction 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.
9780387922997
11933663
Bayesian statistical decision theory.
Social sciences--Statistical methods.
Statistique bayésienne.
Methode van Bayes.
Bayes-Verfahren.
QA279.5 / .H64 2009