Special Issue: Papers from the 2012 ISBA World Meeting
VOL. 8 · NO. 4 | December 2013
Front Matter
Bayesian Anal. 8 (4), (December 2013) Open Access
No abstract available
Valen E. Johnson
Bayesian Anal. 8 (4), 741-758, (December 2013) DOI: 10.1214/13-BA818 Open Access
KEYWORDS: MCMC algorithm, Convergence diagnostic, coupling, SCAD, sure independence screening, penalized likelihood, Variable selection
Yanxun Xu, Juhee Lee, Yuan Yuan, Riten Mitra, Shoudan Liang, Peter Müller, Yuan Ji
Bayesian Anal. 8 (4), 759-780, (December 2013) DOI: 10.1214/13-BA822 Open Access
KEYWORDS: ChIP-seq, histone modifications, nonparametric Bayes, Bi-Clustering, Markov chain Monte Carlo
Pierpaolo De Blasi, Stephen G. Walker
Bayesian Anal. 8 (4), 781-800, (December 2013) DOI: 10.1214/13-BA024 Open Access
KEYWORDS: asymptotics, Bayesian nonparametrics, Semi–parametric density model, Gaussian process, Kullback–Leibler divergence, posterior consistency
Tamara Broderick, Jim Pitman, Michael I. Jordan
Bayesian Anal. 8 (4), 801-836, (December 2013) DOI: 10.1214/13-BA823 Open Access
KEYWORDS: feature, feature allocation, paintbox, EFPF, feature frequency model, Indian buffet process, beta process
Tim Salimans, David A. Knowles
Bayesian Anal. 8 (4), 837-882, (December 2013) DOI: 10.1214/13-BA858 Open Access
KEYWORDS: variational Bayes, approximate inference, stochastic approximation
Qingzhao Yu, Steven N. MacEachern, Mario Peruggia
Bayesian Anal. 8 (4), 883-908, (December 2013) DOI: 10.1214/13-BA859 Open Access
KEYWORDS: Bayesian model averaging, Clustered Bayes Factor, Local Averaging
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