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Probability distributions
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11	A Result of Vapnik with Applications Martin Anthony Department of Statistical and Mathematical Sciences London School of Economics Houghton Street London WC2A 2AE, U.K. Add to Reading List Source URL: www.maths.lse.ac.uk Language: English - Date: 2000-04-03 14:53:14 Mathematical analysis Mathematics Measure theory Probability theory Boolean algebra Sigma-algebra Cardinal number Uniform convergence Relationships among probability distributions
12	Optimizing TTL Caches under Heavy-Tailed Demands Andrés Ferragut Ismael Rodríguez Fernando Paganini Add to Reading List Source URL: fi.ort.edu.uy Language: English Cache Analysis of algorithms Cache replacement policies Mathematics Asymptotically optimal algorithm Net Probability distributions Mathematical analysis Statistics
13	Learning stick-figure models using nonparametric Bayesian priors over trees Edward W. Meeds, David A. Ross, Richard S. Zemel, and Sam T. Roweis Department of Computer Science University of Toronto {ewm, dross, zemel, row Add to Reading List Source URL: www.cs.toronto.edu Language: English - Date: 2008-08-08 22:07:31 Statistics Probability Statistical theory Probability distributions Statistical models Bayesian statistics Stochastic processes Graphical models Bayesian network Gibbs sampling Dirichlet process Mixture model
14	GSDLAB TECHNICAL REPORT Why CART Works for Variability-Aware Performance Prediction? An Empirical Study on Performance Distributions Add to Reading List Source URL: www.infosun.fim.uni-passau.de Language: English - Date: 2013-05-15 08:35:26 Statistics Data analysis Means Summary statistics Probability distribution Sampling Mode Errors and residuals
15	P1: JSN/VSK P2: JSN International Journal of Computer Vision Add to Reading List Source URL: www.stat.ucla.edu Language: English - Date: 2001-02-25 14:00:10 Mathematical analysis Statistics Probability Probability distributions Binomial distribution Gabor filter Distribution Constructible universe Normal distribution Net Markov random field Beta distribution
16	JMLR: Workshop and Conference Proceedings vol 40:1–18, 2015 Learning the dependence structure of rare events: a non-asymptotic study Nicolas Goix Anne Sabourin Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-07-20 20:08:36 Mathematical analysis Mathematics Analysis Probability distributions Normal distribution Big O notation Limit of a function Exponentiation Central limit theorem Chebyshev function Heat equation
17	Exercises 3: unconstrained maximization Let’s investigate Fact 1 from Daniel Wilhelm’s lecture notes. Fact 1: 1. if f has a local max (min) at point x∗ , then Df (x∗ ) = 0 and D2 f (x∗ ) is negative (positive) Add to Reading List Source URL: dl.dropboxusercontent.com Language: English Probability distributions Mathematical analysis Statistics Probability Constructible universe Ordinal number Power laws Beta distribution Stable distribution
18	Chapter 6 Parameter Estimation Take a random variable x described by a pdf f (x): the sample space is defined to be the set of all possible values of x. The set of n independent measurements of the random variable x, {x Add to Reading List Source URL: ihp-lx.ethz.ch Language: English - Date: 2015-03-31 05:26:54 Statistics Estimation theory Statistical theory Probability distributions Statistical inference Bias of an estimator Maximum likelihood estimation Efficient estimator Estimator Uniform distribution Normal distribution Exponential distribution
19	Ecology, 86(5), 2005, pp. 1124–1134 q 2005 by the Ecological Society of America STATISTICS OF EXTREMES: MODELING ECOLOGICAL DISTURBANCES RICHARD W. KATZ,1,3 GRACE S. BRUSH,2 Add to Reading List Source URL: www.isse.ucar.edu Language: English - Date: 2013-06-24 15:39:57 Statistics Mathematical analysis Probability Probability distributions Actuarial science Generalized extreme value distribution Shape parameter Heavy-tailed distribution Extreme value theory Poisson distribution Log-normal distribution Pareto distribution
20	James–Stein type estimators of variances Add to Reading List Source URL: www.pstat.ucsb.edu Language: English - Date: 2012-09-18 20:28:37 Statistics Mathematical analysis Probability distributions Probability Gamma distribution Bias of an estimator Relationships among probability distributions