Bayesian Core: A Practical Approach to Computational Bayesian Statistics

Jim Albert: Bayesian computation with R

Statistics and Computing

Reversible Jump MCMC in mixtures of normal distributions with the same component means

Computational Statistics & Data Analysis

Elicitator: An expert elicitation tool for regression in ecology

Environmental Modelling & Software

Hierarchical Bayesian sparse image reconstruction with application to MRFM

IEEE Transactions on Image Processing

Short Communication: Allowing for the effect of data binning in a Bayesian Normal mixture model

Computational Statistics & Data Analysis

Bayesian orthogonal component analysis for sparse representation

IEEE Transactions on Signal Processing

Bayesian hybrid generative discriminative learning based on finite Liouville mixture models

Pattern Recognition

A flexible extreme value mixture model

Computational Statistics & Data Analysis

Multiple hypothesis testing and clustering with mixtures of non-central t-distributions applied in microarray data analysis

Computational Statistics & Data Analysis

Estimating discrete Markov models from various incomplete data schemes

Computational Statistics & Data Analysis

Objective Bayesian higher-order asymptotics in models with nuisance parameters

Computational Statistics & Data Analysis

Sparse single-index model

The Journal of Machine Learning Research

Bayesian variable selection for linear regression in high dimensional microarray data

Proceedings of the 7th international workshop on Data and text mining in biomedical informatics