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Papers and preprints | Presentations | Software | Directory ordered by date

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Title Author(s) URL Type
Adapting Metropolis algorithms and Gibbs samplers Jeff Rosenthal Video
Adaptive Multiple Importance Sampling Jean-Marie Cornuet, Jean-Michel Marin, Antonietta Mira and Christian P. Robert Paper
An Introduction to Markov Chain Monte Carlo Galin L. Jones Slides
Approximate Bayesian computation (ABC): advances and questions Christian Robert Video
Bayesian Computational Tools Christian Robert Paper
Bayesian methods to detect dye‚Äźlabelled DNA oligonucleotides in multiplexed Raman spectra M Zhong, M Girolami, K Faulds, D Graham Paper
Bayesian Task View on CRAN Jong Hee Park Software
Bayesian Uncertainty Quantification of Differential Equations Oksana Chkrebtii, David Campbell, Mark Girolami, Ben Calderhead Paper
BiiPS: Bayesian inference with interacting Particle Systems See web page for a complete list Software
Emission tomography and Bayesian inverse problems Peter Green Slides
Evaluating Improper Priors via Markov Chain Arguments G. L. Jones Slides
GPstuff Aki Vehtari et al Software
JAGS Martyn Plummer Software
Lack of confidence in ABC model choice Christian P. Robert, Jean-Marie Cornuet, Jean-Michel Marin and Natesh Pillai Paper
Markov Chain Monte Carlo: Can We Trust the Third Significant Figure? James M. Flegal, Murali Haran, Galin L. Jones Paper
MCMC Estimation of Quantiles James M. Flegal, Galin L. Jones, Ronald C. Neath Paper
mcmc R package Leif Johnson and Charlie Geyer Software
mcmcse: Monte Carlo Standard Errors for MCMC James M. Flegal and John Hughes Software
Optimisation via Slice Sampling John R. Birge, Nicholas G. Polson Paper
Particles as auxiliary variables: an introduction to algorithms such as PMCMC and SMC^2 Nicolas Chopin Slides
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