VOL. 2 · NO. 4 | December 2007
Bayesian Anal. 2 (4), (December 2007) Open Access
No abstract available
Marcus Hutter
Bayesian Anal. 2 (4), 635-664, (December 2007) DOI: 10.1214/07-BA225 Open Access
KEYWORDS: Bayesian regression, exact polynomial algorithm, non-parametric inference, piecewise constant function, dynamic programming, change point problem
David M. Higdon, Philipp P. Kronberg, Margaret B. Short
Bayesian Anal. 2 (4), 665-680, (December 2007) DOI: 10.1214/07-BA226 Open Access
KEYWORDS: Markov chain Monte Carlo, Gaussian process, error mixture model, spatial model
Pierre Druilhet, Jean-Michel Marin
Bayesian Anal. 2 (4), 681-691, (December 2007) DOI: 10.1214/07-BA227 Open Access
KEYWORDS: Bayesian statistics, HPD, MAP, Jeffreys measure, nuisance parameters, reference prior
John Paul Gosling, Anthony O'Hagan, Jeremy E. Oakley
Bayesian Anal. 2 (4), 693-718, (December 2007) DOI: 10.1214/07-BA228 Open Access
KEYWORDS: expert elicitation, Gaussian process, heavy-tailed distribution, Nonparametric density estimation
Valen E. Johnson
Bayesian Anal. 2 (4), 719-733, (December 2007) DOI: 10.1214/07-BA229 Open Access
KEYWORDS: prior-predictive density, posterior-predictive density, Bayesian model diagnostics, Bayesian chi-squared test
J. Sedransk, Guofen Yan
Bayesian Anal. 2 (4), 735-760, (December 2007) DOI: 10.1214/07-BA230 Open Access
KEYWORDS: $F$ statistic, model assessment, partial posterior predictive $p$ value, posterior predictive distribution, posterior predictive $p$ value
Kerrie Mengersen, Jesper M{\o}ller
Bayesian Anal. 2 (4), 761-781, (December 2007) DOI: 10.1214/07-BA231 Open Access
KEYWORDS: asymptotic variance, Bayesian models, Burn-in, Ergodic average, Ising model, Markov chain Monte Carlo, mixture model, monotonocity, perfect simulation, Random walk, Spatial models, Upper and lower dominating processes
Sourabh Bhattacharya
Bayesian Anal. 2 (4), 783-815, (December 2007) DOI: 10.1214/07-BA232 Open Access
KEYWORDS: Gaussian process, Latin hypercube sampling, Markov property, matrix normal, parallel computing, spatial interpolation
Mario Peruggia
Bayesian Anal. 2 (4), 817-841, (December 2007) DOI: 10.1214/07-BA233 Open Access
KEYWORDS: Allometry, asymptotic normality, Autocorrelation, hierarchical models, Response times
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