Mixture model

Results: 969



#Item
351Multivariate statistics / Statistical models / Psychometrics / K-means clustering / Latent class model / Mixture model / Expectation–maximization algorithm / Multivariate normal distribution / Probability distribution / Statistics / Cluster analysis / Machine learning

1 LATENT CLASS CLUSTER ANALYSIS Jeroen K. Vermunt Tilburg University Jay Magidson

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Source URL: statisticalinnovations.com

Language: English - Date: 2006-09-05 12:11:56
352K-means clustering / Unsupervised learning / Mixture model / Logistic regression / Consensus clustering / Statistics / Machine learning / Cluster analysis

Latent class models for clustering: A comparison with K-means Jay Magidson Statistical Innovations Inc. Jeroen K. Vermunt Tilburg University

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Source URL: statisticalinnovations.com

Language: English - Date: 2006-09-05 12:11:43
353Estimation theory / Markov models / Probability theory / Variational Bayesian methods / Mixture model / Normal distribution / Marginal likelihood / Deviance information criterion / Gaussian process / Statistics / Probability and statistics / Bayesian statistics

J. R. Statist. Soc. B, Part 2, pp. 319–392 Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations

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Source URL: www.math.ntnu.no

Language: English - Date: 2011-12-21 15:18:36
354Statistical inference / Maximum likelihood / Estimator / Expectation–maximization algorithm / Bias of an estimator / Mathematical optimization / Consistent estimator / Statistic / Mixture model / Statistics / Estimation theory / Statistical theory

A Comparison on Consistency of Parameter Estimation Using Optimization Methods for a Mixture Marianne C. Turley E. David Ford

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Source URL: www.nrcse.washington.edu

Language: English - Date: 2001-08-14 12:46:34
355Probability / Statistical models / Machine learning / Estimation theory / Normal distribution / Generative model / Expectation–maximization algorithm / Filter / Mixture model / Statistics / Probability and statistics / Filter theory

LETTER Communicated by Michael Lewicki Soft Mixer Assignment in a Hierarchical Generative Model of Natural Scene Statistics

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Source URL: www.gatsby.ucl.ac.uk

Language: English - Date: 2006-10-05 18:40:25
356Econometrics / Categorical data / Multivariate statistics / Latent class model / Expectation–maximization algorithm / Latent variable model / Structural equation modeling / Logistic regression / Mixture model / Statistics / Regression analysis / Statistical models

Latent Class Analysis Jeroen K. Vermunt & Jay Magidson The basic idea underlying latent class (LC) analysis is a very simple one: some of the parameters of a postulated statistical model differ across unobserved subgroup

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Source URL: statisticalinnovations.com

Language: English - Date: 2006-09-05 12:11:48
357Econometrics / Statistical models / Categorical data / Imputation / Data analysis / Poisson regression / Maximum likelihood / Missing data / Mixture model / Statistics / Estimation theory / Regression analysis

9 MULTIPLE IMPUTATION OF INCOMPLETE CATEGORICAL DATA USING LATENT CLASS ANALYSIS Jeroen K. Vermunt*

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Source URL: statisticalinnovations.com

Language: English - Date: 2008-10-27 13:09:12
358Economics / Mathematical finance / Financial markets / Investment / Sharpe ratio / Rate of return / P/E ratio / Capital asset pricing model / Dividend / Financial economics / Financial ratios / Finance

Time-variation in market efficiency: a mixture-of-distributions approach John P. Hussman, Ph.D. AprilThis paper has been reprinted and distributed for academic and informational purposes only.

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Source URL: www.hussmanfunds.com

Language: English - Date: 2012-05-22 22:51:14
359Latent Dirichlet allocation / Dynamic topic model / Variational Bayesian methods / Topic model / Hidden Markov model / Calculus of variations / Mixture model / Bayesian inference / Dirichlet process / Statistics / Statistical natural language processing / Bayesian statistics

Online Variational Inference for the Hierarchical Dirichlet Process Chong Wang John Paisley David M. Blei Computer Science Department, Princeton University

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Source URL: jmlr.csail.mit.edu

Language: English - Date: 2011-06-30 04:29:57
360Markov models / Statistical models / Statistical classification / Speech recognition / Hidden Markov model / Mixture model / Linear discriminant analysis / Generalized method of moments / Mel-frequency cepstrum / Statistics / Estimation theory / Bayesian statistics

IEEE SIGNAL PROCESSING LETTERS, VOL. X, NO. X, Probabilistic Linear Discriminant Analysis for Acoustic Modelling

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Source URL: homepages.inf.ed.ac.uk

Language: English - Date: 2014-03-21 12:09:58
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