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Statistical theory
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#	Item
821	Decentralized Detection and Classification using Kernel Methods XuanLong Nguyen XUANLONG @ CS . BERKELEY. EDU Martin J. Wainwright WAINWRIG @ EECS . BERKELEY. EDU Add to Reading List Source URL: dept.stat.lsa.umich.edu Language: English - Date: 2004-04-21 22:02:40 Operator theory Mathematics Statistical classification Algebra Distribution Number theory Positive-definite kernel Support vector machine Mathematical analysis operator Kalman filter
822	Evidence-Specific Structures for Rich Tractable CRFs Carlos Guestrin Carnegie Mellon University Add to Reading List Source URL: select.cs.cmu.edu Language: English - Date: 2010-12-02 01:46:24 Graph theory Graphical models Machine learning Artificial intelligence Learning Statistical models Conditional random field Bayesian network Tree decomposition Treewidth Markov random field Expectationmaximization algorithm
823	Cognitive Psychology–29 Contents lists available at ScienceDirect Cognitive Psychology journal homepage: www.elsevier.com/locate/cogpsych Add to Reading List Source URL: cocosci.berkeley.edu Language: English - Date: 2014-12-23 17:24:19 Philosophy of science Statistical theory Graphical models Reasoning Statistical inference Causality Bayesian network Prior probability Causal graph Causal reasoning Causal model Bayesian inference
824	J. R. Statist. Soc. B, Part 3, pp. 585–618 A theory of statistical models for Monte Carlo integration A. Kong, Add to Reading List Source URL: www.stat.uchicago.edu Language: English - Date: 2003-08-18 10:54:54
825	Astronomical Image Restoration Using Variational Methods and Model Combination Miguel Vega1,∗ Dept. de Lenguajes y Sistemas Inform´ aticos, Univ. de Granada, 18071 Granada, Spain Add to Reading List Source URL: decsai.ugr.es Language: English - Date: 2011-05-11 05:52:43 Statistical theory Statistics Bayesian statistics Probability Probability distributions Differential forms Gamma distribution Hyperprior Variational Bayesian methods Closed and exact differential forms Prior probability
826	Journal of Multivariate Analysis–167 Contents lists available at ScienceDirect Journal of Multivariate Analysis journal homepage: www.elsevier.com/locate/jmva Add to Reading List Source URL: my.unil.ch Language: English Estimation theory Statistics M-estimators Maximum likelihood estimation Statistical theory Estimator Parametric model Fisher information Confidence interval Generalized method of moments Likelihood function Copula
827	Administrative Notes StatisticsLecture 12 •  Homework 3 due in recitation on Friday, Feb. 26 Introduction to Inference Add to Reading List Source URL: www-stat.wharton.upenn.edu Language: English - Date: 2016-02-24 11:48:07 Summary statistics Probability distributions Sampling Statistical theory Sampling distribution Sample size determination Binomial distribution Population proportion Standard deviation Central limit theorem Variance Mode
828	Copyright  1999 by the Genetics Society of America Maximum-Likelihood Estimation of Migration Rates and Effective Population Numbers in Two Populations Using a Coalescent Approach Peter Beerli and Joseph Felsenstein Add to Reading List Source URL: evolution.gs.washington.edu Language: English - Date: 2012-05-07 19:04:34 Statistics Population genetics Biology Statistical genetics Statistical theory Statistical inference Coalescent theory Estimation theory Maximum likelihood estimation Bootstrapping Effective population size Likelihood-ratio test
829	The Annals of Applied Statistics 2014, Vol. 8, No. 3, 1750–1781 DOI: AOAS755 © Institute of Mathematical Statistics, 2014 VARIABLE SELECTION FOR BART: AN APPLICATION Add to Reading List Source URL: www-stat.wharton.upenn.edu Language: English - Date: 2015-10-29 18:32:57 Statistics Statistical inference Estimation theory Regression analysis Nonparametric regression Linear regression Machine learning Stepwise regression Decision tree learning Spike-and-slab variable selection Omnibus test
830	Supplementary Material Estimating the Distribution of Sensorimotor Synchronization Data: A Bayesian Hierarchical Modeling Approach Rasmus Bååth Add to Reading List Source URL: www.sumsar.net Language: English - Date: 2016-06-12 16:28:06 Statistics Statistical theory Bayesian statistics Statistical models Parametric statistics Probability distributions Prior probability Normal distribution Bayesian network Bayesian inference Linear regression Bayesian hierarchical modeling

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