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Markov chain
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#	Item
61	Hinge-loss Markov Random Fields: Convex Inference for Structured Prediction Stephen H. Bach Bert Huang Add to Reading List Source URL: stephenbach.net Language: English - Date: 2013-11-10 21:50:33 Machine learning Graphical models Probability Statistics Markov models Probability theory Markov random field Structured prediction Bayesian network Random field Support vector machine Markov chain
62	Robust Entity Clustering via Phylogenetic Inference Nicholas Andrews and Jason Eisner and Mark Dredze Department of Computer Science and Human Language Technology Center of Excellence Johns Hopkins University 3400 N. Cha Add to Reading List Source URL: www.cs.jhu.edu Language: English - Date: 2014-05-16 20:46:24 Statistics Estimation theory Computational statistics Cluster analysis Gibbs sampling Markov chain Monte Carlo Expectationmaximization algorithm Consensus clustering Likelihood function Sampling
63	Robustness of Markov processes on large networks R.S.MacKay Mathematics Institute and Centre for Complexity Science, University of Warwick, Coventry CV4 7AL, UK Add to Reading List Source URL: www2.warwick.ac.uk Language: English - Date: 1970-01-01 18:00:00 Mathematical analysis Mathematics Probability theory Markov processes Stochastic processes Graph theory Markov chain Spectral theory Ising model Mixing Decomposition of spectrum Spectral theory of ordinary differential equations
64	Network Analysis and Modeling, CSCI 5352 LectureProf. Aaron Clauset Add to Reading List Source URL: tuvalu.santafe.edu Language: English - Date: 2013-11-23 11:09:20 Statistics Statistical theory Monte Carlo methods Markov chain Monte Carlo Markov models Stochastic simulation Estimation theory MetropolisHastings algorithm Gibbs sampling Markov chain Maximum likelihood estimation Importance sampling
65	MrBayesPrimer (with a focus on model selection) Jeremy M. Brown Dept. of Biological Sciences Louisiana State University www.phyleauxgenetics.org Add to Reading List Source URL: treethinkers.org Language: English - Date: 2014-03-09 14:13:45 Statistics Statistical theory Probability Bayesian statistics Bioinformatics Computational phylogenetics Command shells Probability distributions Markov chain Monte Carlo Substitution model IBM i Control Language Command-line interface
66	Statistical estimation of a growth-fragmentation model observed on a genealogical tree Marie Doumic∗ Marc Hoffmann† Add to Reading List Source URL: www.rocq.inria.fr Language: English - Date: 2012-10-11 03:01:35 Mathematical analysis Probability Mathematics Probability distributions Markov models Markov processes Graph theory Markov chain Distribution Exponential growth Uniform distribution Normal distribution
67	Inference, Models and Simulation for Complex Systems Lecture 6 Prof. Aaron Clauset 1 Add to Reading List Source URL: tuvalu.santafe.edu Language: English - Date: 2011-09-16 15:35:30 Statistics Mathematical analysis Probability Stochastic processes Probability distributions Random walk Normal distribution Markov chain Variance Autocorrelation Data transformation Central limit theorem
68	Discussion Paper Series A No.646 Convergence Rates of Sums of α-mixing Triangular Arrays: with an Application to Non-parametric Drift Function Add to Reading List Source URL: www.ier.hit-u.ac.jp Language: English - Date: 2016-08-08 22:08:34 Mathematics Mathematical analysis Probability theory Stochastic processes Central limit theorem Law of large numbers Markov chain Mixing Big O notation Series
69	Course Syllabus: COMPSCI 688 Probabilistic Graphical Models – Spring 2016 Instructor: Prof. Brendan O’Connor (http://brenocon.com) Add to Reading List Source URL: people.cs.umass.edu Language: English - Date: 2016-02-29 18:06:04 Statistics Education Applied mathematics Computational statistics Statistical models Graphical models Bayesian statistics Markov models Bayesian network Markov random field Educational technology Markov chain Monte Carlo
70	Spectral Graph Theory and Applications WSLecture 5: Random Walks and Markov Chain Lecturer: Thomas Sauerwald & He Sun Add to Reading List Source URL: resources.mpi-inf.mpg.de Language: English - Date: 2011-12-08 09:45:08 Probability theory Stochastic processes Markov processes Markov models Probability Mathematical analysis Graph theory Markov chain Random walk Stochastic matrix Matrix Harris chain

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