Tag mcmc [at least 200 articles] Export

Recent papers classified by the tag mcmc.

	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 2 people 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
	R/qtlbim: QTL with Bayesian Interval Mapping in experimental crosses [My Copy] Bioinformatics, Vol. 23, No. 5. (1 March 2007), pp. 641-643. by Brian S. Yandell, Tapan Mehta, Samprit Banerjee, et al.Daniel Shriner, Ramprasad Venkataraman, Jee Y. Moon, Whipple W. Neely, Hao Wu, Randy von Smith, Nengjun Yi posted to quantitative-trait-loci software r mcmc bayesian by bertelsen on 2009-08-15 17:52:47 as along with 2 people Ayest medic0747
	Detection of parent-of-origin effects using general pedigree data [My Copy] Genetic Epidemiology, Vol. 9999, No. 9999. (2009), n/a. by Ji-Yuan Zhou, Jie Ding, Wing K. Fung, Shili Lin posted to parent-of-origin mcmc gwas by pkonings on 2009-08-14 10:43:12 as
	A new look at state-space models for neural data. [My Copy] Journal of Computational Neuroscience (1 August 2009) by Liam Paninski, Yashar Ahmadian, Daniel G. Ferreira, et al.Shinsuke Koyama, Kamiar R. Rad, Michael Vidne, Joshua Vogelstein, Wei Wu posted to statespace population optimization mcmc likelihood hmm glm em decoding bayes by flips on 2009-08-12 12:34:27 as along with 3 people flieder bayesian subhacom
	Computational methods for Bayesian model choice [My Copy] (29 Jul 2009) by Christian P. Robert, Darren Wraith posted to arxiv bayes bayes_factor computation evidence importance_sampling marginal_likelihood mcmc nested_sampling review by dah on 2009-07-30 10:36:55 as along with 2 people jmstat deanmalmgren
	MultiNest: an efficient and robust Bayesian inference tool for cosmology and particle physics [My Copy] (19 Sep 2008) by F. Feroz, M. P. Hobson, M. Bridges posted to algorithms markov mc mcmc sampling by andybuckley on 2009-07-17 22:09:43 as along with 1 person rsuhada
	A path integral method for data assimilation [My Copy] Physica D: Nonlinear Phenomena, Vol. 237, No. 1. (01 January 2008), pp. 14-27. by J. Restrepo posted to assimilation mcmc ocean path-integral statistics by nurban on 2009-07-13 01:27:29 as along with 1 person forgoston
	Parallelizing MCMC for Bayesian spatiotemporal geostatistical models [My Copy] Statistics and Computing, Vol. 17, No. 4. (11 December 2007), pp. 323-335. by Jun Yan, Mary K. Cowles, Shaowen Wang, Marc P. Armstrong posted to bayesian gaussian-process kriging mcmc parameterization spacetime statistics sulfur by nurban on 2009-07-13 00:53:40 as along with 1 person renreff
	Parameter estimation for random dynamical systems using slice sampling [My Copy] Physica A: Statistical Mechanics and its Applications, Vol. 381 (15 July 2007), pp. 71-81. by S. Hatjispyros, T. Nicoleris, S. Walker posted to bayesian dynamics mcmc stochastic by nurban on 2009-07-13 00:30:57 as
	GSHMC: An efficient method for molecular simulation [My Copy] Journal of Computational Physics, Vol. 227, No. 10. (01 May 2008), pp. 4934-4954. by E. Akhmatskaya, S. Reich posted to condensed-matter mcmc physics statistics by nurban on 2009-07-12 21:49:55 as
	Slice Sampling [My Copy] The Annals of Statistics, Vol. 31, No. 3. (2003), pp. 705-741. by Radford M. Neal posted to bayesian mcmc sampling by bertelsen on 2009-07-10 13:11:11 as along with 2 people bhaddow casutton
	Gaussian predictive process models for large spatial data sets [My Copy] Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 70, No. 4. (September 2008), pp. 825-848. by Sudipto Banerjee, Alan E. Gelfand, Andrew O. Finley, Huiyan Sang posted to bayesian dimensionality-reduction gaussian-process hierarchical mcmc non-gaussian nonstationary prediction spacetime spatial statistics by nurban on 2009-06-18 21:46:55 as
	Bayesian Selection of Continuous-Time Markov Chain Evolutionary Models [My Copy] Mol Biol Evol, Vol. 18, No. 6. (1 June 2001), pp. 1001-1013. by Marc A. Suchard, Robert E. Weiss, Janet S. Sinsheimer posted to bayes bayesian factor mcmc by katholt on 2009-06-17 13:25:38 as along with 1 person lizbiogen
	An efficient Bayesian inference approach to inverse problems based on an adaptive sparse grid collocation method [My Copy] Inverse Problems, Vol. 25, No. 3. (2009), 035013. by Xiang Ma, Nicholas Zabaras posted to bayesian inverse mcmc statistics stochastic by nurban on 2009-06-14 22:31:19 as
	An introduction to MCMC for machine learning [My Copy] (2003) by C. Andrieu, N. de Freitas, A. Doucet, M. Jordan posted to ai artificial-intelligence machine-learning machinelearning markov markov-chain mcmc monte-carlo probability sampling tutorial by hgfernan on 2009-06-12 02:54:43 as along with 15 people and 1 group awg2 ansobol mshafiei ecome pool007 jvangael sugarexpletive Vezhnick lcigler Xavier vlachmore pkammerer tresch RhysU Hans45 LTN
	Monte Carlo methods in statistical physics: Mathematical foundations and strategies [My Copy] (4 Jun 2009) by Michael Kastner posted to mc mcmc overview probability statistics by pdlug on 2009-06-10 12:46:15 as along with 8 people shivak tomokonno acrmartins joshneil qwermish marinari scratchmandoo deanmalmgren
	Fast and reliable MCMC for cosmological parameter estimation [My Copy] (24 May 2004) by Joanna Dunkley, Martin Bucher, Pedro G. Ferreira, Kavilan Moodley, Constantinos Skordis posted to mcmc by carmenrg on 2009-06-09 18:38:39 as along with 1 person rxt

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machine-learning	11
phylogenetics	11
metropolis	10
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tracking	10
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monte_carlo	5
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reversible_jump	5
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learning	4
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montecarlo	4
nested	4
particle-filter	4
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spatiotemporal	4
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approximate_bayesian_computation	3
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inverse	3
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