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

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All entries

Title	Author(s)	URL	Type
Adapting Metropolis algorithms and Gibbs samplers	Jeff Rosenthal	http://bayesian.org/video/adapting-metropolis-algorithms-and-gibbs-samplers	Video
Adaptive Multiple Importance Sampling	Jean-Marie Cornuet, Jean-Michel Marin, Antonietta Mira and Christian P. Robert	http://arxiv.org/abs/0907.1254	Paper
An Introduction to Markov Chain Monte Carlo	Galin L. Jones	http://users.stat.umn.edu/~galin/IntroMCMC.pdf	Slides
Approximate Bayesian computation (ABC): advances and questions	Christian Robert	http://bayesian.org/video/approximate-bayesian-computation-abc-advances-and-questions	Video
Bayesian Computational Tools	Christian Robert	http://arxiv.org/abs/1304.2048	Paper
Bayesian methods to detect dye‐labelled DNA oligonucleotides in multiplexed Raman spectra	M Zhong, M Girolami, K Faulds, D Graham	http://onlinelibrary.wiley.com/doi/10.1111/j.1467-9876.2010.00744.x/abstract?deniedAccessCustomisedMessage=&userIsAuthenticated=false	Paper
Bayesian Task View on CRAN	Jong Hee Park	http://cran.r-project.org/web/views/Bayesian.html	Software
Bayesian Uncertainty Quantification of Differential Equations	Oksana Chkrebtii, David Campbell, Mark Girolami, Ben Calderhead	http://arxiv.org/pdf/1306.2365.pdf	Paper
BiiPS: Bayesian inference with interacting Particle Systems	See web page for a complete list	https://alea.bordeaux.inria.fr/index.php/general	Software
Emission tomography and Bayesian inverse problems	Peter Green	http://www.stats.bris.ac.uk/~peter/slides/BernoulliLecture.pdf	Slides
Evaluating Improper Priors via Markov Chain Arguments	G. L. Jones	http://users.stat.umn.edu/~galin/strongadmiss_msu.pdf	Slides
GPstuff	Aki Vehtari et al	http://becs.aalto.fi/en/research/bayes/gpstuff/	Software
JAGS	Martyn Plummer	http://mcmc-jags.sourceforge.net/	Software
Lack of confidence in ABC model choice	Christian P. Robert, Jean-Marie Cornuet, Jean-Michel Marin and Natesh Pillai	http://arxiv.org/abs/1102.4432	Paper
Markov Chain Monte Carlo: Can We Trust the Third Significant Figure?	James M. Flegal, Murali Haran, Galin L. Jones	http://arxiv.org/abs/math/0703746	Paper
MCMC Estimation of Quantiles	James M. Flegal, Galin L. Jones, Ronald C. Neath	http://arxiv.org/abs/1207.6432	Paper
mcmc R package	Leif Johnson and Charlie Geyer	http://cran.r-project.org/web/packages/mcmc/index.html	Software
mcmcse: Monte Carlo Standard Errors for MCMC	James M. Flegal and John Hughes	http://cran.r-project.org/web/packages/mcmcse/index.html	Software
Optimisation via Slice Sampling	John R. Birge, Nicholas G. Polson	http://arxiv.org/abs/1212.2135	Paper
Particles as auxiliary variables: an introduction to algorithms such as PMCMC and SMC^2	Nicolas Chopin	http://www2.warwick.ac.uk/fac/sci/statistics/crism/workshops/sequentialmontecarlo/programme/smc2012_nc.pdf	Slides

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