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Stochastic models
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#	Item
451	State-Space Models – Introduction • through two seemingly simple equations, state-space models define a rich class of processes that have served well as models for time series − special cases: ARIMA and SARIMA mode Add to Reading List Source URL: faculty.washington.edu Language: English - Date: 2015-03-11 13:06:01 Stochastic processes Data compression White noise Autoregressive model Covariance Statistics Noise Time series analysis
452	Journal of Mathematical Psychology[removed]–12 Contents lists available at SciVerse ScienceDirect Journal of Mathematical Psychology journal homepage: www.elsevier.com/locate/jmp Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:21 Statistical models Stochastic processes Statistical inference Dirichlet process Mixture model Latent variable Bayes factor Bayesian inference Hidden Markov model Statistics Bayesian statistics Psychometrics
453	Q UEUING A NALYSIS William Stallings WHY QUEUING ANALYSIS? ......................................................................................2 QUEUING MODELS........................................................... Add to Reading List Source URL: titania.ctie.monash.edu.au Language: English - Date: 2009-06-11 07:23:46 Markov models Network performance Operations research Queueing model Utilization Throughput FIFO M/M/1 queue G–network Statistics Stochastic processes Queueing theory
454	The nested chinese restaurant process and bayesian nonparametric inference of topic hierarchies Add to Reading List Source URL: cocosci.berkeley.edu Language: English - Date: 2010-06-16 23:53:04 Statistical natural language processing Statistical models Statistical inference Dirichlet process Latent Dirichlet allocation Chinese restaurant process Non-parametric statistics Mixture model Bayesian network Statistics Stochastic processes Bayesian statistics
455	Preliminary System Safety Analysis with Limited Markov Chain Generation P.-A. Brameret ∗ J.-M. Roussel ∗ A. Rauzy ∗∗ ∗ Lurpa, Ens de Cachan, 61 avenue du Pr´esident Wilson, Add to Reading List Source URL: altarica.fr Language: English - Date: 2013-09-13 10:59:47 Stochastic processes Markov chain Probability theory Continuous-time Markov process Ergodicity Statistics Markov processes Markov models
456	Journal of Machine Learning Research[removed]2410 Submitted 10/09; Revised 12/10; Published 8/10 Distance Dependent Chinese Restaurant Processes David M. Blei Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:20 Machine learning Probability theory Dirichlet process Chinese restaurant process Mixture model Cluster analysis Mixture Exchangeable random variables Statistics Stochastic processes Statistical models
457	T O APPEAR IN P ROCEEDINGS OF THE 2007 I NTERNATIONAL C ONFERENCE ON I NFORMATION F USION Hierarchical Dirichlet Processes for Tracking Maneuvering Targets Emily B. Fox Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2012-07-06 10:47:50 Statistical models Robot control Bayesian statistics Stochastic processes Hidden Markov model Markov chain Kalman filter Conjugate prior Mixture model Statistics Probability and statistics Markov models
458	Sparse stochastic inference for latent Dirichlet allocation David Mimno [removed] Princeton U., Dept. of Computer Science, 35 Olden St., Princeton, NJ 08540, USA Matthew D. Hoffman Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:22 Bayesian statistics Latent Dirichlet allocation Expectation–maximization algorithm Variational Bayesian methods Gibbs sampling Dirichlet distribution Topic model Markov chain Monte Carlo Markov chain Statistics Statistical natural language processing Markov models
459	Journal of Machine Learning Research[removed]1224 Submitted 3/10; Revised 3/11; Published 4/11 The Indian Buffet Process: An Introduction and Review Thomas L. Griffiths Add to Reading List Source URL: cocosci.berkeley.edu Language: English - Date: 2011-04-11 17:58:43 Categorical data Markov models Dirichlet process Conjugate prior Mixture model Chinese restaurant process Dirichlet distribution Markov chain Latent class model Statistics Statistical models Stochastic processes
460	The Effect of Closure on the Estimation of Divergence Times in Phylogenetics Bodie Kaine Supervisors: Dr. Jeremy Sumner and Dr. Barbara Holland Modelling Nucleotide Substitution Add to Reading List Source URL: www.maths.utas.edu.au Language: English - Date: 2011-11-10 07:15:16 Stochastic matrix Markov models Markov processes Markov chain

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