Bayesian Analysis

Title Publication Date Language Citations
Flexible paleoclimate age-depth models using an autoregressive gamma process2011/09/01English2,443
Hyper-$g$ priors for generalized linear models2011/09/01English52
Rank-Normalization, Folding, and Localization: An Improved Rˆ for Assessing Convergence of MCMC (with Discussion)2021/06/0135
Flexible paleoclimate age-depth models using an autoregressive gamma process2011/09/0131
Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper)2006/09/0125
Recent advances on Bayesian inference for $P(X < Y)$2011/09/01English24
An enriched conjugate prior for Bayesian nonparametric inference2011/09/01English20
Nested sampling for general Bayesian computation2006/12/0119
Deviance information criteria for missing data models2006/12/0117
The case for objective Bayesian analysis2006/09/0113
Penalized regression, standard errors, and Bayesian lassos2010/06/0113
Variational inference for Dirichlet process mixtures2006/03/0112
Bayesian auxiliary variable models for binary and multinomial regression2006/03/0112
When did Bayesian inference become "Bayesian"?2006/03/0110
Inconsistency of Bayesian Inference for Misspecified Linear Models, and a Proposal for Repairing It2017/12/019
Dynamic matrix-variate graphical models2007/03/019
A comparison of Bayesian and likelihood-based methods for fitting multilevel models2006/09/019
Bayesian Nonparametric Modelling of the Return Distribution with Stochastic Volatility2011/12/018
Using Stacking to Average Bayesian Predictive Distributions (with Discussion)2018/09/018
Hierarchical Bayesian analysis of the seemingly unrelated regression and simultaneous equations models using a combination of direct Monte Carlo and importance sampling techniques2010/03/018
The Bayesian elastic net2010/03/017
On the Half-Cauchy Prior for a Global Scale Parameter2012/12/017
Bayesian dynamic density estimation2008/06/017
Bayesian Nonparametric Inference – Why and How2013/06/016
Inference with normal-gamma prior distributions in regression problems2010/03/016
Constrained Bayesian Optimization with Noisy Experiments2019/06/016
EM versus Markov chain Monte Carlo for estimation of hidden Markov models: a computational perspective2008/12/015
Comment on article by Craigmile et al.2009/03/015
A Bayesian surrogate model for rapid time series analysis and application to exoplanet observations2011/09/01English4
Semiparametric Multivariate and Multiple Change-Point Modeling2019/09/014