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. :
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.
9781441928283
Bayesian statistical decision theory.
Social sciences--Statistical methods.
Statistique bayésienne.
Methode van Bayes.
Bayes-Verfahren.
519.2 / HOF/F
A First Course in Bayesian Statistical Methods / Peter D. Hoff. - London ; New York : Springer, c2009. - ix, 270 p. :
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.
9781441928283
Bayesian statistical decision theory.
Social sciences--Statistical methods.
Statistique bayésienne.
Methode van Bayes.
Bayes-Verfahren.
519.2 / HOF/F