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Statistical analysis
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#	Item
861	Best estimate calculations of saving contracts by closed formulas – Application to the ORSA - François BONNIN (Altia) - Frédéric PLANCHET (Université Lyon 1, Laboratoire SAF) - Marc JUILLARD (Winter & Associés) 20 Add to Reading List Source URL: docs.isfa.fr Language: English - Date: 2013-03-25 06:11:44 Statistical randomness Mathematics Mathematical analysis Stochastic differential equations Mathematical finance Applied mathematics Fixed income analysis OrnsteinUhlenbeck process Discretization HullWhite model Brownian model of financial markets
862	Optimizing Non-decomposable Performance Measures: A Tale of Two Classes Harikrishna Narasimhan∗ Indian Institute of Science, Bangalore, INDIA HARIKRISHNA @ CSA . IISC . ERNET. IN Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-09-16 19:38:47 Mathematical analysis Machine learning Learning Statistics Operations research Statistical classification Stochastic optimization Convex optimization Mathematical optimization Support vector machine Distribution Stochastic gradient descent
863	JMLR: Workshop and Conference Proceedings vol 40:1–14, 2015 Minimax Fixed-Design Linear Regression Peter L. Bartlett BARTLETT @ CS . BERKELEY. EDU Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-07-20 20:08:35 Mathematics Estimation theory Regression analysis Statistics Decision theory Game theory Minimax Linear regression Regret Statistical theory
864	Lecture Notes on Online Learning DRAFT Alexander Rakhlin —– These lecture notes contain material presented in the Statistical Learning Theory course at UC Berkeley, Spring’08. Add to Reading List Source URL: stat.wharton.upenn.edu Language: English - Date: 2010-04-10 16:56:09 Machine learning Learning Analysis Artificial intelligence Mathematical analysis Inverse problems Statistical classification Convex optimization Support vector machine Mathematical optimization Regularization Statistical learning theory
865	Pragmatic Text Mining: Minimizing Human Effort to Quantify Many Issues in Call Logs Add to Reading List Source URL: www.kirshenbaum.net Language: English - Date: 2014-02-14 19:39:21 Machine learning Statistical classification Data mining Cluster analysis Geostatistics K-means clustering Pattern recognition Support vector machine Supervised learning Naive Bayes classifier Determining the number of clusters in a data set Semi-supervised learning
866	Teaching a computer to be a data scientist Kalyan Veeramachaneni Over the past 2 years, I have been chasing a foundational question: ”How can I make a computer do what my peers and I do as data scientists?” How can I Add to Reading List Source URL: groups.csail.mit.edu Language: English - Date: 2016-01-22 18:19:29 Machine learning Learning Statistics Cognition Deep feature synthesis Predictive analytics Big data Deep learning Data analysis Feature engineering Statistical classification Feature selection
867	Surrogate loss functions, divergences and decentralized detection XuanLong Nguyen Department of Electrical Engineering and Computer Science U.C. Berkeley Advisors: Michael Jordan & Martin Wainwright Add to Reading List Source URL: dept.stat.lsa.umich.edu Language: English - Date: 2010-12-06 14:35:59 Mathematical optimization Statistics Analysis Mathematical analysis Statistical distance Operations research KullbackLeibler divergence Convex analysis Divergence Convex optimization
868	Ann Inst Stat Math:439–468 DOIs10463x Escort distributions minimizing the Kullback–Leibler divergence for a large deviations principle and tests of entropy level Add to Reading List Source URL: www.ism.ac.jp Language: English - Date: 2016-03-28 21:34:02 Information theory Statistical theory Mathematical analysis Statistics Information KullbackLeibler divergence Entropy Large deviations theory Leibler Divergence Information geometry Rnyi entropy
869	BIOINFORMATICS ORIGINAL PAPER Gene expression Add to Reading List Source URL: bioinformatics.oxfordjournals.org Language: English Statistics Hypothesis testing Statistical theory Principal component analysis KolmogorovSmirnov test Null hypothesis Factor analysis Statistical hypothesis testing False discovery rate Null P-value Multiple comparisons problem
870	Powersharing, Protection, and Peace Scott Gates, Benjamin A. T. Graham, Yonatan Lupu Håvard Strand, Kaare W. Strøm September 17, 2015 Add to Reading List Source URL: yonatanlupu.com Language: English - Date: 2015-09-17 13:55:13 Statistics Regression analysis Statistical models Forms of government Estimation theory Consociationalism Logistic regression Scott Gates Proportional hazards model Factor analysis Binary number Dummy variable

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