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Statistical theory
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#	Item
721	Algorithmic Transparency via Quantitative Input Influence: Theory and Experiments with Learning Systems Anupam Datta Shayak Sen Add to Reading List Source URL: www.andrew.cmu.edu Language: English - Date: 2016-06-11 14:42:51 Statistics Mathematical analysis Statistical theory Probability Probability theory Regression analysis Probability distribution Expected value Conditional probability Random variable Joint probability distribution Errors and residuals
722	images/test_user_webdesign.eps Add to Reading List Source URL: www.kecl.ntt.co.jp Language: English - Date: 2013-10-02 11:00:05 Probability theory Mathematical analysis Statistical theory Infinitely divisible probability distributions Survival analysis Poisson point process Exponential distribution Latent Dirichlet allocation Expectationmaximization algorithm
723	Local Bayesian Image Restoration Using Variational Methods and Gamma-Normal Distributions Add to Reading List Source URL: decsai.ugr.es Language: English - Date: 2009-11-13 06:22:00 Statistics Statistical theory Probability Probability distributions Bayesian statistics Gamma distribution Hyperprior Normal distribution Constructible universe Hyperparameter Prior probability Conjugate prior
724	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
725	MODELING AND OPTIMIZATION OF A ROBUST GAS SENSOR Margarita A. Rebolledo C., Sebastian Krey, Thomas Bartz-Beielstein, Oliver Flasch, Andreas Fischbach, J¨org Stork SPOTSeven Lab, TH K¨ oln, Gummersbach, Germany Add to Reading List Source URL: bioma.ijs.si Language: English - Date: 2016-05-13 04:21:47 Regression analysis Econometrics Statistical methods Estimation theory Parametric statistics Linear regression Kriging Gaussian process Least squares Feature selection Lasso Ordinary least squares
726	c 1998 Nonlinear Phenomena in Complex Systems ° Statistical Theory of the Elastic Properties of DNA Molecules V.B.Nemtsov Add to Reading List Source URL: www.j-npcs.org Language: English - Date: 2004-10-03 22:33:56
727	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
728	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
729	JMLR: Workshop and Conference Proceedings vol 40:1–36, 2015 Truthful Linear Regression Rachel Cummings RACHELC @ CALTECH . EDU Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-07-20 20:08:35 Econometrics Statistical theory Regression analysis Estimation theory Linear regression Bias of an estimator Loss function Privacy
730	GP-GPIS-OPT: Grasp Planning With Shape Uncertainty Using Gaussian Process Implicit Surfaces and Sequential Convex Programming Jeffrey Mahler1 , Sachin Patil1 , Ben Kehoe2 , Jur van den Berg3 , Matei Ciocarlie4 , Pieter A Add to Reading List Source URL: goldberg.berkeley.edu Language: English - Date: 2015-03-10 20:48:52 Statistics Probability Statistical theory Child development Grasp Normal distribution Gaussian process

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