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Title Author(s) URL Type
Bayesian Uncertainty Quantification of Differential Equations Oksana Chkrebtii, David Campbell, Mark Girolami, Ben Calderhead Paper
Bayesian methods to detect dye‐labelled DNA oligonucleotides in multiplexed Raman spectra M Zhong, M Girolami, K Faulds, D Graham Paper
Riemann manifold Langevin and Hamiltonian Monte Carlo methods M.A.Girolami and B.Calderhead Paper
Particles as auxiliary variables: an introduction to algorithms such as PMCMC and SMC^2 Nicolas Chopin Slides
BiiPS: Bayesian inference with interacting Particle Systems See web page for a complete list Software
Bayesian Computational Tools Christian Robert Paper
GPstuff Aki Vehtari et al Software
mcmcse: Monte Carlo Standard Errors for MCMC James M. Flegal and John Hughes Software
Zero Variance Markov Chain Monte Carlo Antonietta Mira, Reza Solgi, Daniele Imparato Paper
WinBugs The Bugs Project at MRC Software
Variance bounding Markov chains Gareth O. Roberts, Jeffrey S. Rosenthal Paper
Sampling decomposable graphs using a Markov chain on junction trees Peter J. Green, Alun Thomas Paper
R-INLA Håvard Rue Software
Population Monte Carlo Christian Robert Slides
Optimisation via Slice Sampling John R. Birge, Nicholas G. Polson Paper
Evaluating Improper Priors via Markov Chain Arguments G. L. Jones Slides
mcmc R package Leif Johnson and Charlie Geyer Software
MCMC Estimation of Quantiles James M. Flegal, Galin L. Jones, Ronald C. Neath Paper
Markov Chain Monte Carlo: Can We Trust the Third Significant Figure? James M. Flegal, Murali Haran, Galin L. Jones Paper
Lack of confidence in ABC model choice Christian P. Robert, Jean-Marie Cornuet, Jean-Michel Marin and Natesh Pillai Paper
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