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Statistical methods
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#	Item
41	STAT: N ONPARAMETRIC I NFERENCE Syllabus, Fall 2015 Nonparametric Inference is an advanced undergraduate and beginning graduate level course in modern nonparametric methods for statistical estimation and infe Add to Reading List Source URL: galton.uchicago.edu Language: English - Date: 2016-04-13 06:56:12 Statistics Statistical theory Actuarial science Nonparametric statistics Statistical inference Statistical model Larry A. Wasserman Regression analysis Nonparametric regression Regression Confidence interval
42	Methods for Multi-Category Cancer Diagnosis from Gene Expression Data: A Comprehensive Evaluation to Inform Decision Support System Development Alexander Statnikov, Constantin F. Aliferis, Ioannis Tsamardinos Discovery S Add to Reading List Source URL: www.dsl-lab.org Language: English - Date: 2004-02-18 20:07:17 Machine learning Learning Statistics Artificial intelligence Statistical classification Model selection Support vector machine Cross-validation K-nearest neighbors algorithm Ensemble learning Kernel method Pattern recognition
43	Mac Guide-Advanced Excel This document contains instructions for macs where they deviate from PC instructions. Changes are in red. The numbers for each set of instructions correspond to the slide number in the ppt. If no Add to Reading List Source URL: stemgateway.unm.edu Language: English - Date: 2016-05-24 12:32:22 Statistics Statistical inference Statistical tests Hypothesis testing Parametric statistics Design of experiments Statistical methods Analysis of variance F-test Categorical variable Statistical hypothesis testing Regression analysis
44	Variable relationships related to concepts and dimensions of urban vulnerability From Data to Concept Unit of analysis time Add to Reading List Source URL: dlsciences.org Language: English - Date: 2012-01-19 16:32:45 Knowledge Research methods Academia Research Estimation theory Statistical methods Regression analysis Data Statistics Analysis Social vulnerability Meta-analysis
45	Classification and Learning for Character Recognition: Comparison of Methods and Remaining Problems Cheng-Lin Liu National Laboratory of Pattern Recognition (NLPR) Institute of Automation, Chinese Academy of Sciences P.O Add to Reading List Source URL: www.dsi.unifi.it Language: English - Date: 2009-12-17 04:49:49 Statistical classification Artificial intelligence Statistics Learning Machine learning Pattern recognition Support vector machine Supervised learning MNIST database Linear discriminant analysis Multiclass classification Perceptron
46	Consistent two-relaxation-times LBE model for porous flow and transport Irina Ginzburg Cemagref, Antony Regional Centre, HBAN, Parc de Tourvoie BP 44, 92163 Antony Cedex, France Add to Reading List Source URL: www.math.u-psud.fr Language: English - Date: 2012-02-01 06:02:20 Transport phenomena Physics Computational fluid dynamics Statistical mechanics Partial differential equations Lattice Boltzmann methods Mechanics Diffusion Boltzmann equation Nonlinear system Numerical diffusion
47	Investigating the Variation of Personal Network Size Under Unknown Error Conditions Sociological Methods Add to Reading List Source URL: nersp.nerdc.ufl.edu Language: English - Date: 2006-10-03 23:52:42 Knowledge Statistical theory Peter Killworth Statistical population Sampling Statistics Academia Science and technology
48	JSS Journal of Statistical Software MMMMMM YYYY, Volume VV, Issue II. http://www.jstatsoft.org/ Add to Reading List Source URL: www2.imm.dtu.dk Language: English - Date: 2012-03-16 04:43:46 Statistics Regression analysis Estimation theory Parametric statistics Statistical methods Least squares Linear regression Ordinary least squares Elastic net regularization Least-angle regression Lasso Feature selection
49	Technical supplement to “Consistent probabilistic outputs for protein function prediction” Guillaume Obozinski Department of Statistics UC Berkeley Berkeley, CA, USA Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:24 Statistics Statistical classification Statistical theory Regression analysis Estimation theory Actuarial science Belief propagation Naive Bayes classifier Logistic regression Exponential family Variational Bayesian methods KullbackLeibler divergence
50	Monte Carlo Methods for Quantum Spin Models Stefan Wessel Institute for Theoretical Solid State Physics JARA-FIT and JARA-HPC RWTH Aachen University Add to Reading List Source URL: www.cond-mat.de Language: English - Date: 2013-09-26 13:04:03 Physics Quantum mechanics Electromagnetism Statistical mechanics Heisenberg model Magnetic ordering Quantum magnetism Werner Heisenberg Quantum Monte Carlo Spin Ising model

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