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Multivariate statistics
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#	Item
231	1 MARCHSCHNEIDER 853 Add to Reading List Source URL: climate-dynamics.org Language: English - Date: 2015-09-11 20:40:57 Statistics Regression analysis Estimation theory Multivariate statistics Covariance and correlation Matrices Covariance Linear regression Tikhonov regularization Sample mean and covariance Principal component analysis Principal component regression
232	Sparse Reduced-Rank Regression for Simultaneous Dimension Reduction and Variable Selection in Multivariate Regression Lisha Chen Department of Statistics Yale University, New Haven, CTemail: Add to Reading List Source URL: www.stat.yale.edu Language: English - Date: 2012-03-27 09:39:27
233	In-Network PCA and Anomaly Detection Ling Huang UC Berkeley XuanLong Nguyen Add to Reading List Source URL: dept.stat.lsa.umich.edu Language: English - Date: 2006-11-07 02:47:35 Algebra Mathematics Multivariate statistics Principal component analysis Intrusion detection system Eigenvalues and eigenvectors Anomaly detection Anomaly Dimensionality reduction
234	Article pubs.acs.org/ac Identifying Important Ions and Positions in Mass Spectrometry Imaging Data Using CUR Matrix Decompositions Jiyan Yang,† Oliver Rübel,‡ Prabhat,‡ Michael W. Mahoney,§ and Benjamin P. Bowen Add to Reading List Source URL: www.stat.berkeley.edu Language: English - Date: 2015-05-05 14:55:38 Matrix theory Linear algebra Numerical linear algebra Multivariate statistics Dimension reduction Singular value decomposition Non-negative matrix factorization Matrix decomposition Principal component analysis Low-rank approximation Mass spectrometry Rank
235	IEEE TRANSACTIONS ON COMMUNICATIONS, VoL. COM-32, No. 5 , MAYPartial Correlation Effects in Direct-Sequence Spread-Spectrum Multiple-AccessCommunication Systems Add to Reading List Source URL: www.ifp.illinois.edu Language: English - Date: 2003-07-08 15:59:34 Divisor Expected value Covariance and correlation Multivariate statistics Digital signal processing Fourier analysis Distance correlation Covariance
236	kernlab – An S4 Package for Kernel Methods in R Alexandros Karatzoglou Alex Smola Technische Universit¨ Add to Reading List Source URL: mran.microsoft.com Language: English - Date: 2016-03-29 08:14:54 Machine learning Learning Statistics Statistical classification Nonparametric statistics Geostatistics Kernel method Multivariate statistics Support vector machine Radial basis function kernel Polynomial kernel Positive-definite kernel
237	Interactive Exploration of Larger Pattern Collections: A Case Study on a Cocktail Dataset Add to Reading List Source URL: poloclub.gatech.edu Language: English - Date: 2014-08-15 04:33:16 Multivariate statistics Statistics Dimension reduction Data mining Information Formal sciences Dimension Nonlinear dimensionality reduction Data analysis Principal component analysis Association rule learning Multidimensional scaling
238	Definitions of dependence measures and basic properties Asymptotic variance of the tau-estimators for copulas Asymptotic variance for elliptical distributions Modelling and Estimation of Stochastic Dependence Add to Reading List Source URL: fam.tuwien.ac.at Language: English - Date: 2010-09-11 12:00:30 Statistics Statistical theory Estimation theory Independence Multivariate statistics Covariance and correlation Normal distribution Estimator Efficiency Variance Correlation and dependence Elliptical distribution
239	review f o c u s o n b i g data Dimensionality reduction for large-scale neural recordings Add to Reading List Source URL: stat.columbia.edu Language: English - Date: 2015-01-05 12:09:53 Computational neuroscience Neuroscience Neural networks Multivariate statistics Neural coding Neural oscillation Principal component analysis Dimensionality reduction Artificial neural network Nonlinear dimensionality reduction Biological neural network Neural ensemble
240	CS 559: Homework Set 3 Due: November 5, 6:00pm Philippos Mordohai Department of Computer Science Stevens Institute of Technology Add to Reading List Source URL: www.cs.stevens.edu Language: English - Date: 2015-10-29 22:36:20 Software Algebra Statistics Multivariate statistics Linear algebra Matrices Dimension reduction Machine learning Matrix Linear discriminant analysis Principal component analysis Statistical classification

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