Bayesian statistics

Results: 3999



#Item
901Graphical model / Supervised learning / Expectation–maximization algorithm / Bayes factor / Cluster analysis / Statistical classification / Unsupervised learning / Mixture model / Kernel methods / Statistics / Machine learning / Bayesian inference

nips2007draft_6_submission_cmyk

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Source URL: media.nips.cc

Language: English - Date: 2007-12-03 00:27:56
902Markov models / Probability theory / Bayesian statistics / Statistical models / Markov property / Graphical model / Causality / Markov blanket / Regression analysis / Statistics / Probability and statistics / Markov processes

Markov Properties for Linear Causal Models with Correlated Errors Markov Properties for Linear Causal Models with Correlated Errors Changsung Kang

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Source URL: www.cs.iastate.edu

Language: English - Date: 2008-12-01 16:32:03
903Regression analysis / Statistical models / Econometrics / Bayesian statistics / Instrumental variable / Graphical model / Variable / Random variable / Maximum likelihood / Statistics / Mathematics / Elementary mathematics

Missing at Random in Graphical Models Jin Tian Iowa State University Abstract

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Source URL: www.cs.iastate.edu

Language: English - Date: 2015-01-23 19:31:17
904Causality / Graphical models / Networks / Bayesian network / Causal model / Markov property / Variable / Causal diagram / Clark Glymour / Statistics / Statistical models / Bayesian statistics

A New Characterization of the Experimental Implications of Causal Bayesian Networks Jin Tian and Judea Pearl Cognitive Systems Laboratory Computer Science Department University of California, Los Angeles, CA 90024

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Source URL: www.cs.iastate.edu

Language: English - Date: 2002-04-09 15:52:33
905Mathematical analysis / Graphical models / Probability theory / Statistical models / Functions and mappings / Bayesian network / Belief propagation / Normal distribution / Probability distribution / Statistics / Mathematics / Bayesian statistics

Symbolic Variable Elimination for Discrete and Continuous Graphical Models

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2015-03-17 00:39:18
906Causality / Logical syntax / Stochastic processes / Conditionals / Bayesian network / Causal model / Entailment / Markov process / Causal diagram / Statistics / Logic / Statistical models

A Characterization of Interventional Distributions in Semi-Markovian Causal Models Jin Tian and Changsung Kang Department of Computer Science Iowa State University Ames, IA 50011

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Source URL: www.cs.iastate.edu

Language: English - Date: 2006-04-25 20:04:35
907Bayesian statistics / Econometrics / Regression analysis / Maximum likelihood / Logistic regression / Supervised learning / Order statistic / Akaike information criterion / Statistical model / Statistics / Statistical theory / Estimation theory

Probabilistic n-Choose-k Models for Classification and Ranking Kevin Swersky Daniel Tarlow Dept. of Computer Science

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Source URL: www.cs.toronto.edu

Language: English - Date: 2012-11-13 03:36:57
908Bayesian statistics / Econometrics / Statistical theory / Polynomial regression / Belief propagation / Logistic regression / Random forest / Gaussian process / Bayesian inference / Statistics / Regression analysis / Statistical inference

Just-In-Time Learning for Fast and Flexible Inference S. M. Ali Eslami, Daniel Tarlow, Pushmeet Kohli and John Winn Microsoft Research {alie,dtarlow,pkohli,jwinn}@microsoft.com

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Source URL: arkitus.com

Language: English - Date: 2014-10-29 14:57:41
909Information theory / Philosophy of thermal and statistical physics / Bayesian statistics / Principle of maximum entropy / Multinomial logit / Entropy / Macroeconomic model / Statistics / Statistical theory / Probability and statistics

Presentation of Jäger &慭瀻 Rosenbach

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Source URL: nlp.stanford.edu

Language: English - Date: 2007-12-03 15:07:57
910Statistical models / Econometrics / Causality / Conditionals / Philosophy of science / Theoretical physics / Bayesian network / Variable / Causal model / Statistics / Mathematics / Science

29 On Identifying Causal Effects Jin Tian and Ilya Shpitser 1

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Source URL: www.cs.iastate.edu

Language: English - Date: 2009-12-26 12:56:34
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