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Statistical models
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#	Item
291	CS168: The Modern Algorithmic Toolbox Lecture #14: Markov Chain Monte Carlo Tim Roughgarden & Gregory Valiant∗ May 11, 2016 The previous lecture covered several tools for inferring properties of the distribution that u Add to Reading List Source URL: theory.stanford.edu Language: English - Date: 2016-06-04 09:49:43 Markov models Markov processes Stochastic processes Monte Carlo methods Statistical mechanics Markov chain Stochastic matrix Markov property Random walk Continuous-time Markov chain Bayesian inference in phylogeny
292	The EM Algorithm Fang-I Chu Department of Statistics and Applied Probability University of California Santa Barbara May 12, 2014 Add to Reading List Source URL: www.pstat.ucsb.edu Language: English - Date: 2014-11-07 15:18:43 Estimation theory Expectationmaximization algorithm Missing data Statistical models Maximum likelihood estimation Mixture model EM
293	Inference, Models and Simulation for Complex Systems Lecture 4 Prof. Aaron Clauset 1 Add to Reading List Source URL: tuvalu.santafe.edu Language: English - Date: 2011-09-07 01:57:46 Probability distributions Statistical tests Hypothesis testing Statistical models Statistical theory Maximum likelihood estimation Normal distribution Power law F-test Statistics Logarithm Statistical hypothesis testing
294	This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/ by-nc/3.0/), which permits non-commercial re-use, distribution, Add to Reading List Source URL: www.ag-myresearch.com Language: English - Date: 2013-10-01 05:50:41 Regression analysis Design of experiments Econometrics Analysis of variance Statistical models Ozone Seasonality Dependent and independent variables Air pollution Epidemiology Statistics Poisson regression
295	5 Which Processes Satisfy the Second Law? Thomas M. Covert Durand Bldg Rm 121 Sranford University Stanford, CA 9430 I, USA Add to Reading List Source URL: cqi.inf.usi.ch Language: English - Date: 2014-02-18 12:20:16 Information theory Philosophy of thermal and statistical physics Thermodynamic entropy Markov models Non-equilibrium thermodynamics Entropy rate Markov chain Entropy Asymptotic equipartition property KullbackLeibler divergence H-theorem Second law of thermodynamics
296	Research Agenda The IEA-ETS Research Institute (IERI) is a collaborative effort between the Research & Development Division at ETS and the IEA that will focus on improving the science of large-scale assessments. The IERI Add to Reading List Source URL: ierinstitute.org Language: English - Date: 2014-07-16 08:49:03 Educational research Psychometrics Statistical models Educational psychology Trends in International Mathematics and Science Study National Assessment of Educational Progress Programme for International Student Assessment Rasch model Item response theory Language assessment Level of measurement Progress in International Reading Literacy Study
297	CAM Centre for Applied Microeconometrics Department of Economics University of Copenhagen http://www.econ.ku.dk/CAM/ Add to Reading List Source URL: www.econ.ku.dk Language: English - Date: 2011-10-17 22:28:39 Statistical theory Regression analysis Statistical models Econometrics Robust statistics Semiparametric model Instrumental variable Completeness Nonparametric statistics
298	Internal models of insurance undertakings and insurance groups under the Solvency II directive (Generalized Linear Models - GLM) Add to Reading List Source URL: www.nmf.knf.gov.pl Language: English - Date: 2011-04-22 04:17:59 Regression analysis Actuarial science Econometrics Statistical models Estimation theory Linear regression Generalized linear model Prediction
299	DOI: j01584.x Biometrics 67, 1330–1339 DecemberSmoothing Spline ANOVA Frailty Model for Recurrent Event Data Add to Reading List Source URL: www.pstat.ucsb.edu Language: English - Date: 2012-09-18 20:28:36 Statistical models Regression analysis Statistical tests Statistical theory Parametric statistics Proportional hazards model Survival analysis Semiparametric model Degrees of freedom Analysis of variance Normal distribution F-test
300	A Statistical Model for Event Sequence Data Kevin Heins Department of Statistics University of California, Irvine Add to Reading List Source URL: contecenter.uci.edu Language: English - Date: 2014-08-06 21:12:14 Statistical models Stochastic processes Poisson processes Probability theory Probability distributions Markov chain Exponential distribution Renewal theory Mixture model Sequence alignment

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