Bayesian Analysis

Title Publication Date Language Citations
Objections to Bayesian statistics2008/09/014
Improving Multilevel Regression and Poststratification with Structured Priors2021/09/014
Dynamic Financial Index Models: Modeling Conditional Dependencies via Graphs2011/12/014
GPU-Accelerated Bayesian Learning and Forecasting in Simultaneous Graphical Dynamic Linear Models2016/03/014
An Adaptive Sequential Monte Carlo Sampler2013/06/014
Simple Marginally Noninformative Prior Distributions for Covariance Matrices2013/06/013
Fixed-Form Variational Posterior Approximation through Stochastic Linear Regression2013/12/013
A review of Bayesian variable selection methods: what, how and which2009/03/013
Bayesian Network Marker Selection via the Thresholded Graph Laplacian Gaussian Prior2020/03/013
Deep Learning: A Bayesian Perspective2017/12/013
Bayesian Cluster Analysis: Point Estimation and Credible Balls (with Discussion)2018/06/013
Commensurate Priors for Incorporating Historical Information in Clinical Trials Using General and Generalized Linear Models2012/09/013
Bayesian Model Selection for Beta Autoregressive Processes2012/06/013
Convergence properties of a general algorithm for calculating variational Bayesian estimates for a normal mixture model2006/09/013
Subjective Bayesian Analysis: Principles and Practice2006/09/013
Concentration of Posterior Model Probabilities and Normalized L0 Criteria2022/06/013
mBART: Multidimensional Monotone BART2022/06/013
Smoothing and Mean–Covariance Estimation of Functional Data with a Bayesian Hierarchical Model2016/09/013
From Statistical Evidence to Evidence of Causality2016/09/013
On Bayesian A- and D-Optimal Experimental Designs in Infinite Dimensions2016/09/013
Bayesian Variable Selection and Estimation for Group Lasso2015/12/013
Editor-in-chief's note2008/09/013
Markov switching Dirichlet process mixture regression2009/12/013
Bayesian analysis for emerging infectious diseases2009/09/013
Mean Field Variational Bayes for Elaborate Distributions2011/12/013
The Scaled Beta2 Distribution as a Robust Prior for Scales2017/09/013
Semiparametric Functional Factor Models with Bayesian Rank Selection2023/12/012
A Tractable State-Space Model for Symmetric Positive-Definite Matrices2014/12/012
Bayesian Demographic Accounts: Subnational Population Estimation Using Multiple Data Sources2013/09/012
Bayesian variable selection and computation for generalized linear models with conjugate priors2008/09/012