Tag mcmc [at least 200 articles] Export

Recent papers classified by the tag mcmc.

	Improving the Convergence Properties of the Data Augmentation Algorithm with an Application to Bayesian Mixture Modelling [My Copy] (24 Nov 2009) by James P. Hobert, Vivekananda Roy, Christian P. Robert posted to mixture_models mcmc label_switching gibbs_sampling bayes arxiv by dah on 2009-11-25 10:49:06 as
	Multivariate Bayesian analysis of atmosphere–ocean general circulation models [My Copy] Environmental and Ecological Statistics, Vol. 14, No. 3. (1 September 2007), pp. 249-266. by Reinhard Furrer, Stephan Sain, Douglas Nychka, Gerald Meehl posted to spatial_patterns projections mcmc bayesian_hierarchical_model bayes by clym_phys_andi on 2009-11-24 12:56:43 as along with 1 person nurban
	Comments on "Particle Markov Chain Monte Carlo" by C. Andrieu, A. Doucet and R. Hollenstein [My Copy] (19 Nov 2009) by Julien Cornebise, Gareth W. Peters posted to sequential_monte_carlo particle_filter mcmc arxiv by dah on 2009-11-23 09:31:20 as
	Detecting Extra-solar Planets with a Bayesian hybrid MCMC Kepler periodogram [My Copy] (12 Feb 2009) by P. C. Gregory posted to statistics periodic mcmc exoplanet detection bayesian astronomy by nurban on 2009-11-20 02:43:23 as
	Bayesian variable selection in multinomial probit models to identify molecular signatures of disease stage. [My Copy] Biometrics, Vol. 60, No. 3. (September 2004), pp. 812-819. by Naijun Sha, Marina Vannucci, Mahlet G. Tadesse, et al.Philip J. Brown, Ilaria Dragoni, Nick Davies, Tracy C. Roberts, Andrea Contestabile, Mike Salmon, Chris Buckley, Francesco Falciani posted to variable_selection signatures probit multinomial molecular mixtures mcmc functional-genomics bayesian by bertelsen on 2009-11-18 20:23:05 as along with 1 person frohike
	Simulating Normalizing Constants: From Importance Sampling to Bridge Sampling to Path Sampling [My Copy] Statistical Science, Vol. 13, No. 2. (1998), pp. 163-185. by Andrew Gelman, Xiao L. Meng posted to mcmc_z mcmc importance_sampling by casutton on 2009-11-18 12:45:37 as
	Simulation-based model selection for dynamical systems in systems and population biology [My Copy] (9 Nov 2009) by Tina Toni, Michael P. H. Stumpf posted to sysbio sequential_monte_carlo model_selection mcmc bioinformatics bayes arxiv abc by dah on 2009-11-17 09:46:17 as along with 1 person tomt21
	A choice model with infinitely many latent features [My Copy] In ICML '06: Proceedings of the 23rd international conference on Machine learning (2006), pp. 361-368. by Dilan Görür, Frank Jäkel, Carl E. Rasmussen posted to model mcmc indian-buffet-process by jonilaserson on 2009-11-16 21:32:17 as along with 2 people bayes jsr
	Fast Hamiltonian sampling for large scale structure inference [My Copy] (12 Nov 2009) by J. Jasche, F. S. Kitaura posted to mcmc lss hamiltonian by rxt on 2009-11-16 14:01:35 as
	Improving the performance of predictive process modeling for large datasets [My Copy] Computational Statistics & Data Analysis, Vol. 53, No. 8. (15 June 2009), pp. 2873-2884. by Andrew O. Finley, Huiyan Sang, Sudipto Banerjee, Alan E. Gelfand posted to statistics spatial spacetime prediction nonstationary non-gaussian mcmc hierarchical gaussian-process dimensionality-reduction bayesian by nurban on 2009-11-13 17:36:27 as
	Bayesian evidence: can we beat MultiNest using traditional MCMC methods? [My Copy] (11 Nov 2009) by Rutger van Haasteren posted to nested_sampling mcmc marginal_likelihood bayesevidence arxiv by dah on 2009-11-13 10:48:23 as along with 1 person rsuhada
	Beam sampling for the infinite hidden Markov model [My Copy] In ICML '08: Proceedings of the 25th international conference on Machine learning (2008), pp. 1088-1095. by Jurgen Van Gael, Yunus Saatci, Yee W. Teh, Zoubin Ghahramani posted to slice-sampling model mcmc dirichlet-process by jonilaserson on 2009-11-12 20:41:25 as along with 1 person kwoodsend
	Probabilistic relabelling strategies for the label switching problem in Bayesian mixture models [My Copy] Statistics and Computing by M. Sperrin, T. Jaki, E. Wit posted to stats_and_computing mixtures mixture_models mixture_model mcmc label_switching bayes by dah on 2009-11-12 16:56:02 as
	Particle learning of Gaussian process models for sequential design and optimization [My Copy] (29 Sep 2009) by Robert B. Gramacy, Nicholas G. Polson posted to statistics smc optimal mcmc gaussian-process design by nurban on 2009-11-12 02:29:08 as along with 2 people renreff dah
	On Bayesian Curve Fitting Via Auxiliary Variables [My Copy] (10 Nov 2009) by Y. Fan, J. L. Dortet-Bernadet, S. A. Sisson posted to spline mcmc changepoint_models change_points bayes arxiv by dah on 2009-11-11 09:43:23 as
	An empirical Bayesian approach for model-based inference of cellular signaling networks [My Copy] BMC Bioinformatics, Vol. 10, No. 1. (2009), 371. by David Klinke posted to systems_biology signaling_pathways signaling_pathway_inference mcmc bayesian_methods adaptive_markov_chain_monte_carlo by cmzmasek on 2009-11-10 17:43:41 as along with 4 people zufar karthikraman tonamswish renatomilani
	An Introduction to MCMC for Machine Learning [My Copy] Machine Learning, Vol. 50, No. 1. (1 January 2003), pp. 5-43. by Christophe Andrieu, Nando de Freitas, Arnaud Doucet, Michael I. Jordan posted to mcmc machine-learning by mthomure on 2009-11-07 22:14:49 as along with 14 people and 1 group hgfernan xuzhe83 pqnga phil511 pdlug ldietz mshafiei wasteland93 bhaddow dowlingj markusd kozaki robotact delip Forest inventory and monitoring
	Particle filtering within adaptive Metropolis Hastings sampling [My Copy] (2 Nov 2009) by Ralph Silva, Paolo Giordani, Robert Kohn, Mike Pitt posted to sequential_monte_carlo particle_filter parallel mcmc marginal_likelihood arxiv by dah on 2009-11-03 09:35:27 as
	BigFoot: Bayesian alignment and phylogenetic footprinting with MCMC [My Copy] BMC Evolutionary Biology, Vol. 9, No. 1. (28 August 2009), 217. by Rahul Satija, Adam Novak, Istvan Miklos, Rune Lyngso, Jotun Hein posted to simultaneous_inference phylogenetic_inference multiple_sequence_aligment mcmc bayesian_methods by cmzmasek on 2009-10-31 18:52:56 as along with 3 people and 2 groups cisevol djkt phoenixzxl cis-regulatory-evolution BergmanLab
	Efficient Approximate Bayesian Computation Coupled With Markov Chain Monte Carlo Without Likelihood [My Copy] Genetics (8 June 2009), genetics.109.102509. by Daniel Wegmann, Christoph Leuenberger, Laurent Excoffier posted to statistics mcmc bayesian abc by nurban on 2009-10-31 15:37:35 as
	Bayesian predictive model comparison via parallel sampling [My Copy] Computational Statistics & Data Analysis, Vol. 48, No. 4. (01 April 2005), pp. 735-753. by P. Congdon posted to statistics sampling prediction model-selection mcmc bayesian by nurban on 2009-10-31 15:37:01 as along with 1 person arsyed
	Distribution of distances between topologies and its effect on detection of phylogenetic recombination [My Copy] Annals of the Institute of Statistical Mathematics by Leonardo de Oliveira Martins, Hirohisa Kishino posted to spr recombination mcmc hiv-1 distance bayesian by leomrtns on 2009-10-31 00:25:54 as
	Analysis of a Nonreversible Markov Chain Sampler [My Copy] The Annals of Applied Probability, Vol. 10, No. 3. (2000), pp. 726-752. by Persi Diaconis, Susan Holmes, Radford M. Neal posted to mcmc by casutton on 2009-10-30 16:11:22 as
	Inference of past climate from borehole temperature data using Bayesian Reversible Jump Markov chain Monte Carlo [My Copy] Geophysical Journal International, Vol. 171, No. 3. (December 2007), pp. 1430-1439. by Peter O. Hopcroft, Kerry Gallagher, Chris C. Pain posted to uk temperature statistics regional paleoclimate millennial mcmc climate borehole bayesian by nurban on 2009-10-25 17:45:03 as
	Finite Mixture Multilevel Multidimensional Ordinal IRT Models for Large Scale Cross-Cultural Research [My Copy] Psychometrika by Martijn de Jong, Jan-Benedict Steenkamp posted to nonparametrics multilevel mixture mcmc latentvariable irt bayesian by churchofbayes on 2009-10-21 18:35:49 as
	Importance sampling methods for Bayesian discrimination between embedded models [My Copy] (13 Oct 2009) by Jean-Michel Marin, Christian P. Robert posted to mcmc marginal_likelihood importance_sampling bayes_factor bayes arxiv by dah on 2009-10-14 09:24:32 as
	Introduction to Markov Chain Monte Carlo Simulations and their Statistical Analysis [My Copy] (19 Oct 2004) by Bernd A. Berg posted to tutorial statistics monte-carlo mcmc markov-chain markov chain 2008 by hgfernan on 2009-10-14 00:56:34 as along with 5 people and 1 group ansobol ddahlem jordibc sugarexpletive ecm BioinfoCIPF
	Near-Optimal Detection in MIMO Systems using Gibbs Sampling [My Copy] (8 Oct 2009) by Morten Hansen, Babak Hassibi, Alexandros G. Dimakis, Weiyu Xu posted to mimo mcmc ilp by daniel51 on 2009-10-09 15:23:39 as
	On resolving the Savage-Dickey paradox [My Copy] (9 Oct 2009) by Jean-Michel Marin, Christian Robert posted to model_selection model_choice mcmc marginal_likelihood bayes_factor bayes arxiv by dah on 2009-10-09 10:28:04 as
	Deep Sequencing of a Genetically Heterogeneous Sample: Local Haplotype Reconstruction and Read Error Correction [My Copy] Research in Computational Molecular Biology (2009), pp. 271-284. by Osvaldo Zagordi, Lukas Geyrhofer, Volker Roth, Niko Beerenwinkel posted to variants sequencing mcmc hiv dirichlet bayes 454 by jonilaserson on 2009-10-08 20:37:53 as along with 1 person dakelley
	A Split-Merge Markov Chain Monte Carlo Procedure for the Dirichlet Process Mixture Model [My Copy] Journal of Computational & Graphical Statistics, Vol. 13, No. 1. (March 2004), pp. 158-182. by Sonia Jain, Radford M. Neal posted to mcmc dirichletprocess by churchofbayes on 2009-09-30 15:18:00 as along with 3 people bertelsen vlachmore ldietz
	Markov Chain Sampling Methods for Dirichlet Process Mixture Models [My Copy] Journal of Computational and Graphical Statistics, Vol. 9, No. 2. (2000), pp. 249-265. by Radford M. Neal posted to nonparametrics mcmc dirichletprocess bayesian by churchofbayes on 2009-09-30 12:12:07 as along with 8 people holopoj bertelsen rpadams daniel51 ldietz mshafiei vlachmore bhaddow
	Nonlinear Models Using Dirichlet Process Mixtures [My Copy] (10 Mar 2007) by Babak Shahbaba, Radford M. Neal posted to nonparametrics mcmc dirichletprocess by churchofbayes on 2009-09-30 12:09:32 as along with 1 person atsu-kan
	Epistatic module detection for case-control studies: a Bayesian model with a Gibbs sampling strategy. [My Copy] PLoS genetics, Vol. 5, No. 5. (1 May 2009), e1000464. by Wanwan Tang, Xuebing Wu, Rui Jiang, Yanda Li posted to mcmc epistasis bayesian by rdiaz on 2009-09-23 16:26:03 as along with 5 people nuin guhjy bservin djkt psique
	Riemannian Manifold Hamiltonian Monte Carlo [My Copy] (6 Jul 2009) by Mark Girolami, Ben Calderhead, Siu A. Chin posted to statistics mcmc geometry by nurban on 2009-09-22 20:56:00 as along with 2 people and 1 group dah A_Olympia logics of knowledge
	Markov Chain Monte Carlo: 10 Years and Still Running! [My Copy] Journal of the American Statistical Association, Vol. 95, No. 452. (2000), pp. 1282-1286. by Olivier Cappe, Christian P. Robert posted to tutorial mcmc by casutton on 2009-09-22 12:39:10 as
	Practical Markov Chain Monte Carlo [My Copy] Statistical Science, Vol. 7, No. 4. (1992), pp. 473-483. by Charles J. Geyer posted to tutorial mcmc by casutton on 2009-09-17 16:11:39 as along with 1 person carmenrg
	A Bit of Information Theory, and the Data Augmentation Algorithm Converges [My Copy] (2 Nov 2008) by Yaming Yu posted to misc mcmc arxiv by dah on 2009-09-15 12:51:12 as
	Fast collapsed gibbs sampling for latent dirichlet allocation [My Copy] In KDD '08: Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining (2008), pp. 569-577. by Ian Porteous, David Newman, Alexander Ihler, Arthur Asuncion, Padhraic Smyth, Max Welling posted to topic_model mcmc lda kdd 2008 by nliu82 on 2009-09-14 09:16:41 as along with 1 person and 1 group markymaypo ARTFL
	Inference from Iterative Simulation Using Multiple Sequences [My Copy] Statistical Science, Vol. 7, No. 4. (November 1992), pp. 457-472. by Andrew Gelman, Donald B. Rubin posted to mcmc by felixandrews on 2009-09-14 00:52:52 as
	Decayed MCMC Filtering [My Copy] In In Proc. 18th UAI, Vol. 21 (2002), pp. 319-326. by Bhaskara Marthi, Hanna Pasula, Stuart Russell, Yuval Peres posted to uai tracking online_learning mcmc 2002 by nliu82 on 2009-09-13 04:11:34 as
	Bayesian Estimation of Concordance among Gene Trees [My Copy] Mol Biol Evol, Vol. 24, No. 2. (1 February 2007), pp. 412-426. by Cecile Ane, Bret Larget, David A. Baum, Stacey D. Smith, Antonis Rokas posted to tree_topology probability_distribution phylogenetics mcmc bayes by operon on 2009-09-13 00:06:02 as along with 3 people dplachet lizbiogen aprasad
	A Shuffled Complex Evolution Metropolis algorithm for optimization and uncertainty assessment of hydrologic model parameters [My Copy] Water Resources Research, Vol. 39, No. 8. (1 August 2003), 1201. by Jasper A. Vrugt, Hoshin V. Gupta, Willem Bouten, Soroosh Sorooshian posted to mcmc by felixandrews on 2009-09-11 05:52:18 as
	Bayes and Empirical Bayes Methods for Data Analysis [My Copy] (22 June 2000) by Bradley, Thomas A. Louis posted to statistics mcmc empirical_bayes bayesian 2000 by famuvie on 2009-09-09 15:25:39 as along with 1 person reconnie
	Examples of adaptive MCMC [My Copy] Journal of Computational and Graphical Statistics, Vol. 18, No. 2. (June 2009), pp. 349-367. by Gareth O. Roberts, Jeffrey S. Rosenthal posted to metropolis mcmc gibbs adaptive 2009 by ddahlem on 2009-09-06 16:43:20 as
	Monte Carlo Methods in Statistics [My Copy] (2 Sep 2009) by Christian P. Robert posted to monte_carlo_techniques monte_carlo_methods monte_carlo mcmc importance_sampling bayes arxiv by dah on 2009-09-03 09:53:59 as along with 3 people renreff eisdur eGiere
	Particle filters for positioning, navigation, and tracking [My Copy] Signal Processing, IEEE Transactions on In Signal Processing, IEEE Transactions on, Vol. 50, No. 2. (2002), pp. 425-437. by F. Gustafsson, F. Gunnarsson, N. Bergman, et al.U. Forssell, J. Jansson, R. Karlsson, P. J. Nordlund posted to tracking smc particle-filter navigation monte-carlo mcmc localization kalman-filter by douggeiger on 2009-08-31 19:10:50 as along with 4 people mcastillo maxp dcastro s-fujii
	Sequential Monte Carlo localization in mobile sensor networks [My Copy] Wireless Networks, Vol. 15, No. 4. (1 May 2009), pp. 481-495. by Weidong Wang, Qingxin Zhu posted to wireless-sensor-network smc sequenctial-monte-carlo sensor-networks monte-carlo mcmc localization geolocation by douggeiger on 2009-08-31 18:54:07 as
	Markov chain Monte Carlo methods for high dimensional inversion in remote sensing [My Copy] Journal of the Royal Statistical Society Series B, Vol. 66, No. 3. (2004), pp. 591-607. by H. Haario, M. Laine, M. Lehtinen, E. Saksman, J. Tamminen posted to statistics satellite ozone mcmc by nurban on 2009-08-25 13:29:20 as
	The BUGS project: Evolution, critique and future directions. [My Copy] Statistics in medicine, Vol. 28, No. 25. (10 November 2009), pp. 3049-3067. by David Lunn, David Spiegelhalter, Andrew Thomas, Nicky Best posted to mcmc bayesian by pkonings on 2009-08-17 08:47:46 as along with 1 person guhjy

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