VOL. 15 · NO. 3 | September 2020
Bayesian Anal. 15 (3), (September 2020) Open Access
No abstract available
Bayesian Anal. 15 (3), (September 2020) Open Access
No abstract available
Creighton Heaukulani, Daniel M. Roy
Bayesian Anal. 15 (3), 683-710, (September 2020) DOI: 10.1214/19-BA1166 Open Access
KEYWORDS: feature allocation, Partition, combinatorial stochastic processes, completely random measure, Bayesian nonparametrics
Weihong Huang, Yan Liu, Yuguo Chen
Bayesian Anal. 15 (3), 711-736, (September 2020) DOI: 10.1214/19-BA1163 Open Access
KEYWORDS: clustering, Community detection, heterogeneous network, mixed membership model, stochastic blockmodel, variational algorithm
Kyoungjae Lee, Lizhen Lin
Bayesian Anal. 15 (3), 737-758, (September 2020) DOI: 10.1214/19-BA1167 Open Access
KEYWORDS: precision matrix, Bandwidth selection, Cholesky factor, convergence rates of Bayes factor, 62H15, 62C10, 62F05
Kumaresh Dhara, Stuart Lipsitz, Debdeep Pati, Debajyoti Sinha
Bayesian Anal. 15 (3), 759-780, (September 2020) DOI: 10.1214/19-BA1170 Open Access
KEYWORDS: Markov chain Monte Carlo, missing covariates, Gaussian process, mode aligned proposal density, importance sampling, 62H12, 62G08
Zehang Richard Li, Tyler H. McComick, Samuel J. Clark
Bayesian Anal. 15 (3), 781-807, (September 2020) DOI: 10.1214/19-BA1172 Open Access
KEYWORDS: cause of death, mixed data, high dimensional, spike-and-slab, parameter expansion
Federico Bassetti, Roberto Casarin, Luca Rossini
Bayesian Anal. 15 (3), 809-838, (September 2020) DOI: 10.1214/19-BA1168 Open Access
KEYWORDS: Bayesian nonparametrics, generalized species sampling, Gibbs sampling, hierarchical random measures, spike-and-slab, 62G05, 62F15, 60G57, 60G09
Trevelyan J. McKinley, Peter Neal, Simon E. F. Spencer, Andrew J. K. Conlan, Laurence Tiley
Bayesian Anal. 15 (3), 839-870, (September 2020) DOI: 10.1214/19-BA1174 Open Access
KEYWORDS: Bayesian model choice, infectious disease models, partially observed processes, particle MCMC, Approximate Bayesian Computation
Subhadip Pal, Subhajit Sengupta, Riten Mitra, Arunava Banerjee
Bayesian Anal. 15 (3), 871-908, (September 2020) DOI: 10.1214/19-BA1176 Open Access
KEYWORDS: Bayesian inference, conjugate prior, hypergeometric function of matrix argument, matrix Langevin distribution, Stiefel manifold, vectorcardiography
Xinming Yang, Naveen N. Narisetty
Bayesian Anal. 15 (3), 909-935, (September 2020) DOI: 10.1214/19-BA1178 Open Access
KEYWORDS: group selection, spike and slab priors, Bayesian variable selection, shotgun stochastic search
Keefe Murphy, Cinzia Viroli, Isobel Claire Gormley
Bayesian Anal. 15 (3), 937-963, (September 2020) DOI: 10.1214/19-BA1179 Open Access
KEYWORDS: Model-based clustering, factor analysis, Pitman-Yor process, multiplicative gamma process, Adaptive Markov chain Monte Carlo
P. Richard Hahn, Jared S. Murray, Carlos M. Carvalho
Bayesian Anal. 15 (3), 965-1056, (September 2020) DOI: 10.1214/19-BA1195 Open Access
KEYWORDS: Bayesian, Causal inference, heterogeneous treatment effects, predictor-dependent priors, machine learning, regression trees, regularization, shrinkage, 62-07, 62J02, 62F15
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