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Statistical models
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#	Item
511	Representing Aggregators in Relational Probabilistic Models David Buchman⇤ Department of Computer Science University of British Columbia Vancouver, BC, Canada Add to Reading List Source URL: www.cs.ubc.ca Language: English - Date: 2014-11-23 13:34:56 Model theory Predicate logic Statistical models Regression analysis Probability theory Bayesian network Exchangeable random variables FO Type Expected value Joint probability distribution Quantifier
512	Reasoning about Independence in Probabilistic Models of Relational Data Marc Maier Katerina Marazopoulou Add to Reading List Source URL: www.statslab.cam.ac.uk Language: English - Date: 2013-07-03 13:11:37 Statistical models Mathematics Mathematical logic Logic Abstraction Graphical models Bayesian network Networks Relational model Database Structure Graph
513	line Add to Reading List Source URL: www.strc.ch Language: English - Date: 2008-12-12 11:33:17 Statistics Mathematical analysis Mathematics Operations research Regression analysis Statistical models Estimation theory Mathematical optimization Multinomial logistic regression Discrete choice Maximum likelihood estimation Linear programming
514	Methodology and Infrastructure for Predictive Modeling Michael Frenklach Department of Mechanical Engineering University of California, Berkeley ABSTRACT Add to Reading List Source URL: www.chepen.ethz.ch Language: English - Date: 2011-03-29 02:29:36 Business intelligence Statistical models Epistemology of science Interpretation Scientific modelling Economic model Predictive modelling Macroeconomic model
515	Photo or figure (optional) Add to Reading List Source URL: www.strc.ch Language: English - Date: 2008-11-28 01:55:05 Regression analysis Statistics Choice modelling Statistical models Discrete choice Economics Multinomial logistic regression Logistic regression Sampling NLOGIT Choice model simulation
516	Modeling Annotated Data David M. Blei Michael I. Jordan Division of Computer Science Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:52 Statistics Probability Artificial intelligence Statistical natural language processing Machine learning Statistical models Latent Dirichlet allocation Probability distributions Mixture model Expectationmaximization algorithm Variational Bayesian methods Automatic image annotation
517	Recent developments regarding similarities in transport modelling Nadine Schuessler Kay W. Axhausen STRC 2007 Add to Reading List Source URL: www.strc.ch Language: English - Date: 2008-11-24 07:42:20 Choice modelling Statistical models Discrete choice Mode choice Independence of irrelevant alternatives Multinomial logistic regression Choice set Economic model Scientific modelling Logit Preference Mixed logit
518	Complementary tasks for context-dependent deep neural network acoustic models Peter Bell, Steve Renals Centre for Speech Technology Research, University of Edinburgh, Edinburgh EH8 9AB, UK {peter.bell, s.renals}@ed.ac.uk Add to Reading List Source URL: www.cstr.ed.ac.uk Language: English - Date: 2015-09-29 11:06:25 Artificial intelligence Machine learning Learning Applied mathematics Computational linguistics Automatic identification and data capture Computer accessibility Speech recognition Artificial neural network Multi-task learning Recurrent neural network Statistical classification
519	Exploratory analysis of endogeneity in discrete choice models Anna Fernández Antolín Amanda Stathopoulos Michel Bierlaire Add to Reading List Source URL: www.strc.ch Language: English - Date: 2014-05-06 08:10:33 Econometrics Statistics Regression analysis Statistical models Economics Simultaneous equation methods Estimation theory Control function Endogeneity Linear regression Instrumental variable Discrete choice
520	Coupled Bayesian Sets Algorithm for Semi-supervised Learning and Information Extraction Saurabh Verma Baranas Hindu University, India Add to Reading List Source URL: rtw.ml.cmu.edu Language: English - Date: 2012-10-01 12:24:52 Statistical theory Bayesian statistics Estimation theory Statistical inference Statistical models

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