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Bayesian probability
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131	Statistics 542 Spring 2016 Course Description: Bayesian Methods and Computation The goal of this course is to develop sophisticated tools for probability modeling and data analysis from the Bayesian perspective. Key topi Add to Reading List Source URL: www-stat.wharton.upenn.edu Language: English - Date: 2015-12-20 15:57:51 Statistics Statistical theory Statistical inference Statistical models Sampling techniques Statistical mechanics Stochastic simulation Bayesian network Bayesian inference Bayesian statistics Bayesian Monte Carlo method
132	17th European Signal Processing Conference (EUSIPCOGlasgow, Scotland, August 24-28, 2009 NON-CONVEX PRIORS IN BAYESIAN COMPRESSED SENSING S. Derin Babacan1 , Add to Reading List Source URL: decsai.ugr.es Language: English - Date: 2009-09-21 12:26:53 Statistics Statistical theory Probability Probability distributions Bayesian statistics Infinitely divisible probability distributions Gamma distribution Normal distribution Prior probability Bayesian network Conjugate prior Hyperprior
133	Errata Introduction to Probability, 2nd Edition Dimitri P. Bertsekas and John N. Tsitsiklis Athena Scientific, 2008 (last updated) • p. 79, line −2: Change “Polish” to “Prussian” Add to Reading List Source URL: athenasc.com Language: English - Date: 2015-12-09 00:03:20 Statistics Statistical theory Estimation theory Probability distributions Bayesian statistics Confidence interval Measurement Quantitative marketing research Likelihood function Normal distribution Gamma distribution Generalised Hough transform
134	Bayesian Learning via Stochastic Gradient Langevin Dynamics Max Welling D. Bren School of Information and Computer Science, University of California, Irvine, CA, USA Yee Whye Teh Add to Reading List Source URL: www.icml-2011.org Language: English - Date: 2011-06-01 14:49:35 Applied mathematics Statistical randomness Probability and statistics Monte Carlo methods Markov models Statistical mechanics Stochastic optimization Computational statistics Markov chain Monte Carlo Stochastic approximation Langevin dynamics Bayesian network
135	A Level-set Hit-and-run Sampler for Quasi-Concave Distributions Shane T. Jensen and Dean P. Foster Department of Statistics, The Wharton School, University of Pennsylvania Abstract Add to Reading List Source URL: www-stat.wharton.upenn.edu Language: English - Date: 2014-05-24 19:58:02 Monte Carlo methods Markov chain Monte Carlo Non-uniform random numbers Probability distributions Computational statistics Gibbs sampling Rejection sampling MetropolisHastings algorithm Slice sampling Bayesian network Quasiconvex function Normal distribution
136	Deconfounding Hypothesis Generation and Evaluation in Bayesian Models Elizabeth Baraff Bonawitz (liz ) Department of Psychology, 5427 Tolman Hall Berkeley, CAUSA Thomas L. Griffiths (tom griffiths@b Add to Reading List Source URL: ccdlab.rutgers.edu Language: English - Date: 2015-03-24 11:58:24 Statistical inference Philosophy of science Reasoning Statistical theory Machine learning Bayesian inference Inductive reasoning Bayesian network Bayesian probability Statistical hypothesis testing Inductive bias Inference
137	On the concentration of expectation and approximate inference in layered networks Michael I. Jordan University of California Berkeley, CA 94720 Add to Reading List Source URL: dept.stat.lsa.umich.edu Language: English - Date: 2004-01-18 19:14:54 Graphical models Probability distributions Bayesian network Networks Normal distribution Variational Bayesian methods Belief propagation Exponential family
138	A lower bound on seller revenue in single buyer monopoly auctions Omer Tamuz∗ October 7, 2013 Abstract We consider a monopoly seller who optimally auctions a single object to a single potential Add to Reading List Source URL: people.hss.caltech.edu Language: English - Date: 2013-10-07 08:34:37 Mathematical analysis Probability Statistics Probability distributions Mechanism design Game theory Auction theory Pareto distribution Expected value Valuation Cumulative distribution function Bayesian-optimal pricing
139	Journal of Statistical Planning and Inference – 293 www.elsevier.com/locate/jspi Adaptive paired comparison design Add to Reading List Source URL: www-stat.wharton.upenn.edu Language: English - Date: 2006-07-24 16:11:35 Statistics Probability Statistical theory Bayesian statistics Regression analysis Swiss-system tournament Operations research Normal distribution Prior probability Optimal design Probability distribution
140	Robustifying Bayesian nonparametric mixtures for count data Antonio Canale Department of Economics and Statistics and Collegio Carlo Alberto, University of Torino, Torino, Italy Add to Reading List Source URL: www.carloalberto.org Language: English - Date: 2016-04-19 06:54:26 Stochastic processes Statistical models Probability distributions Machine learning Statistical theory Mixture model PitmanYor process Dirichlet process Parametric model Poisson distribution Nonparametric statistics

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