VOL. 15 · NO. 1 | March 2020
Bayesian Anal. 15 (1), (March 2020) Open Access
No abstract available
Bayesian Anal. 15 (1), (March 2020) Open Access
No abstract available
Matthew Moores, Geoff Nicholls, Anthony Pettitt, Kerrie Mengersen
Bayesian Anal. 15 (1), 1-27, (March 2020) DOI: 10.1214/18-BA1130 Open Access
KEYWORDS: Approximate Bayesian Computation, exchange algorithm, Hidden Markov random field, image analysis, Indirect inference, intractable likelihood, 62M40, 62F15, 62-04
Nicolas Garcia Trillos, Daniel Sanz-Alonso
Bayesian Anal. 15 (1), 29-56, (March 2020) DOI: 10.1214/18-BA1137 Open Access
KEYWORDS: gradient flows, Wasserstein space, convexity, Riemannian MCMC, 62C10, 62F15, 49N99
Matthew R. Williams, Terrance D. Savitsky
Bayesian Anal. 15 (1), 57-77, (March 2020) DOI: 10.1214/18-BA1143 Open Access
KEYWORDS: Cluster sampling, stratification, survey sampling, sampling weights, Markov chain Monte Carlo, 62D05, 62G20
Qingpo Cai, Jian Kang, Tianwei Yu
Bayesian Anal. 15 (1), 79-102, (March 2020) DOI: 10.1214/18-BA1142 Open Access
KEYWORDS: Gene network, generalized linear model, network marker selection, posterior consistency, thresholded graph Laplacian Gaussian prior
Antony Overstall, James McGree
Bayesian Anal. 15 (1), 103-131, (March 2020) DOI: 10.1214/19-BA1144 Open Access
KEYWORDS: Approximate Bayesian Computation, approximate coordinate exchange, Indirect inference, Gaussian process, model comparison, Parameter estimation
Jong Hee Park, Yunkyu Sohn
Bayesian Anal. 15 (1), 133-157, (March 2020) DOI: 10.1214/19-BA1147 Open Access
KEYWORDS: network latent space, Hidden Markov model, WAIC, military alliance
Fangzheng Xie, Yanxun Xu
Bayesian Anal. 15 (1), 159-186, (March 2020) DOI: 10.1214/19-BA1148 Open Access
KEYWORDS: Bayesian nonparametric regression, Bernstein-von Mises limit, metric entropies, Partial linear model, rate of contraction
Ilaria Bianchini, Alessandra Guglielmi, Fernando A. Quintana
Bayesian Anal. 15 (1), 187-214, (March 2020) DOI: 10.1214/19-BA1150 Open Access
KEYWORDS: Density estimation, Nonparametric regression, repulsive mixtures, reversible jumps
Abhishek Bishoyi, Xiaojing Wang, Dipak K. Dey
Bayesian Anal. 15 (1), 215-239, (March 2020) DOI: 10.1214/18-BA1136 Open Access
KEYWORDS: Gaussian processes, missing at random, missing covariates, Nonparametric regression, semiparametric regression, 60K35, 60K35, 60K35
Xuan Cao, Kshitij Khare, Malay Ghosh
Bayesian Anal. 15 (1), 241-262, (March 2020) DOI: 10.1214/19-BA1154 Open Access
KEYWORDS: posterior consistency, High-dimensional data, non-local prior, Model selection, multivariate regression
Aliaksandr Hubin, Geir Storvik, Florian Frommlet
Bayesian Anal. 15 (1), 263-333, (March 2020) DOI: 10.1214/18-BA1141 Open Access
KEYWORDS: logic regression, Bayesian model averaging, mode jumping Monte Carlo Markov Chain, Genetic algorithm, QTL mapping
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