Bayesian Analysis

Title Publication Date Language Citations
Bayesian estimation of the multinomial logit model: a comment on Holmes and Held, "Bayesian auxiliary variable models for binary and multinomial regression"2011/06/011
Separable covariance arrays via the Tucker product, with applications to multivariate relational data2011/06/011
Goodness-of-fit of conditional regression models for multiple imputation2011/09/01English1
Model selection and adaptive Markov chain Monte Carlo for Bayesian cointegrated {VAR} models2010/09/01English1
Multi-scale and hidden resolution time series models2006/12/011
The growth of Bayesian methods in statistics and economics since 19702006/12/011
Can a significance test be genuinely Bayesian?2008/03/011
Bayesian modelling and analysis of spatio-temporal neuronal networks2006/12/011
The relationship between the power prior and hierarchical models2006/09/011
Conjugate analysis of the Conway-Maxwell-Poisson distribution2006/06/011
R. A. Fisher on Bayes and Bayes' theorem2008/03/011
A spatially-adjusted Bayesian additive regression tree model to merge two datasets2007/09/011
A default conjugate prior for variance components in generalized linear mixed models (comment on article by Browne and Draper)2006/09/011
Nonparametric elicitation for heavy-tailed prior distributions2007/12/011
Explaining species distribution patterns through hierarchical modeling2006/03/011
Variational Bayesian learning of directed graphical models with hidden variables2006/12/011
Bayesian nonparametric estimation of the radiocarbon calibration curve2006/06/011
Does it make sense to be an "objective Bayesian"? (comment on articles by Berger and by Goldstein)2006/09/011
A case for robust Bayesian priors with applications to clinical trials2009/12/011
Finite Mixtures of ERGMs for Modeling Ensembles of Networks2022/12/011
Reproducible Model Selection Using Bagged Posteriors2023/03/011
Bayesian Experimental Design Without Posterior Calculations: An Adversarial Approach2023/03/011
A Comparison of Learning Rate Selection Methods in Generalized Bayesian Inference2023/03/011
Bayesian Sparse Spiked Covariance Model with a Continuous Matrix Shrinkage Prior2022/12/011
Hierarchical Stochastic Block Model for Community Detection in Multiplex Networks2024/03/011
Particle Methods for Stochastic Differential Equation Mixed Effects Models2021/06/011
Max-and-Smooth: A Two-Step Approach for Approximate Bayesian Inference in Latent Gaussian Models2021/06/011
Bayesian Estimation of Correlation Matrices of Longitudinal Data2021/09/011
Spatial Disease Mapping Using Directed Acyclic Graph Auto-Regressive (DAGAR) Models2019/12/011
Bayesian Spatial Homogeneity Pursuit of Functional Data: An Application to the U.S. Income Distribution2023/06/011