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Marginal likelihood
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#	Item
51	Moments in Time: Temporal Patterns in the Eﬀect of Democracy and Trade on Conflict Mark David Nieman University of Alabama Online Appendix. Comparing Change-point Models Add to Reading List Source URL: www.marknieman.net Language: English - Date: 2014-12-16 18:33:08 Bayesian inference Probability theory Bayes factor Marginal likelihood Statistics Bayesian statistics Model selection
52	6.867 Machine learning, lecture 22 (Jaakkola) 1 Lecture topics: • Learning Bayesian networks from data Add to Reading List Source URL: ocw.mit.edu Language: English - Date: 2015-03-15 16:36:56 Maximum likelihood Marginal likelihood Conjugate prior Likelihood function Bayesian statistics Statistics Bayesian network
53	1 Learning Graphical Model Parameters with Approximate Marginal Inference Justin Domke, NICTA & Australia National University Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2013-09-04 21:04:45 Expectation–maximization algorithm Maximum likelihood Bayes estimator Loss function Sufficient statistic Belief propagation Statistics Estimation theory Statistical theory
54	Projecting Ising Model Parameters for Fast Mixing Xianghang Liu NICTA, The University of New South Wales [removed] Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2014-10-08 02:32:24 M-estimators Kullback–Leibler divergence Thermodynamics Divergence Maximum likelihood Calculus of variations Marginal likelihood Statistics Statistical theory Estimation theory
55	Sequential Bayesian Optimisation for Spatial-Temporal Monitoring Roman Marchant NICTA & University of Sydney Sydney, Australia [removed] Add to Reading List Source URL: www-personal.acfr.usyd.edu.au Language: English - Date: 2015-01-05 23:35:43 Stochastic control Bayesian statistics Estimation theory Partially observable Markov decision process Maximum likelihood Markov decision process Kalman filter Marginal likelihood Normal distribution Statistics Dynamic programming Markov processes
56	Ibrahim et al. BMC Medical Research Methodology 2012, 12:183 http://www.biomedcentral.com[removed] RESEARCH ARTICLE Open Access Add to Reading List Source URL: www.biomedcentral.com Language: English Statistical theory Econometrics Bayesian inference Statistical forecasting Prior probability Marginal likelihood Confidence interval Statistics Bayesian statistics Statistical inference
57	Credal Model Averaging for classification: representing prior ignorance and expert opinions. Giorgio Corania,∗, Andrea Mignattib a Istituto Dalle Molle di Studi sull’Intelligenza Artificiale (IDSIA) Add to Reading List Source URL: ipg.idsia.ch Language: English - Date: 2014-09-02 04:15:44 Probability and statistics Probability Bayesian inference Marginal likelihood Probability theory Likelihood function Prior probability Credal set Statistical theory Bayesian statistics Statistics Estimation theory
58	Noname manuscript No. (will be inserted by the editor) Robust Bayesian Model Averaging for the analysis of presence-absence data. G. Corani · A. Mignatti Add to Reading List Source URL: ipg.idsia.ch Language: English - Date: 2015-02-06 11:22:56 Statistical theory Statistical inference Model selection Maximum likelihood Marginal likelihood Fisher information Bayesian inference Prior probability Likelihood function Statistics Bayesian statistics Estimation theory
59	Session 4A: Model comparison and prediction John Geweke Bayesian Econometrics and its Applications August 16, 2012 Add to Reading List Source URL: www.szgerzensee.ch Language: English - Date: 2013-01-11 10:04:38 Probability theory Regression analysis Model selection Bayes factor Bayesian inference Marginal likelihood Linear regression Bayesian econometrics Probability space Statistics Bayesian statistics Econometrics
60	Session 4B: Model speci…cation John Geweke Bayesian Econometrics and its Applications August 16, 2012 Add to Reading List Source URL: www.szgerzensee.ch Language: English - Date: 2013-01-11 10:04:51 Bayesian econometrics Likelihood function Predictive analytics Bayesian statistics Statistics Marginal likelihood

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