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Principal value
Results: 874

#	Item
701	Residual Component Analysis: Generalising PCA for more flexible inference in linear-Gaussian models Alfredo A. Kalaitzis [removed] Neil D. Lawrence [removed] Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:19:54 Data analysis Singular value decomposition Linear algebra Matrix theory Covariance and correlation Covariance matrix Principal component analysis Normal distribution Eigenvalues and eigenvectors Statistics Algebra Mathematics
702	Electronic Journal of Statistics Vol[removed]–695 ISSN: [removed]DOI: [removed]EJS218 Functional principal components Add to Reading List Source URL: www.stat.tamu.edu Language: English - Date: 2008-07-23 22:08:48 Linear algebra Data analysis Singular value decomposition Matrix theory Splines Smoothing spline Smoothing Principal component analysis Tikhonov regularization Algebra Mathematics Statistics
703	Comparing Singular Value Decomposition, Principal Component Analysis, & Non-negative Matrix Factorization J.C. Hapuwitharana, Dr. Kumer P. Das, Dr. Jennifer Daniel, Dr. Stan Young Lamar University, TX[removed]Left and Righ Add to Reading List Source URL: srcos2014.blogs.rice.edu Language: English - Date: 2014-07-30 16:03:45 Multivariate statistics Matrix theory Non-negative matrix factorization Singular value decomposition Principal component analysis Nonnegative matrix Rank Matrix Online NMF Algebra Linear algebra Mathematics
704	Latest developments of the SYR software for Symbolic Data Analysis of complex and big data Filipe Afonso1,, Raja Haddad1,2, Edwin Diday2 1. SYROKKO Company, Aéropôle - Bat. Aéronef, 95731 Roissy CDG Cedex, France 2. Add to Reading List Source URL: www3.stat.sinica.edu.tw Language: English* - Date: 2014-05-21 03:02:26 Principal component analysis Singular value decomposition Computer-aided audit tools Statistics Data analysis Multivariate statistics
705	Effective Linear Discriminant Analysis for High Dimensional, Low Sample Size Data Zhihua Qiao,∗ Lan Zhou† and Jianhua Z. Huang‡ Abstract— In the so-called high dimensional, low sample size (HDLSS) settings, LDA p Add to Reading List Source URL: www.stat.tamu.edu Language: English - Date: 2008-02-29 23:01:57 Data analysis Singular value decomposition Linear discriminant analysis Principal component analysis Eigenvalues and eigenvectors Covariance matrix Support vector machine Linear regression Variance Statistics Multivariate statistics Statistical classification
706	Weighted Principal Support Vector Machines for Sufficient Dimension Reduction in Binary Classification Add to Reading List Source URL: srcos2014.blogs.rice.edu Language: English - Date: 2014-07-31 10:29:52 Regression analysis Singular value decomposition Abstract algebra Multivariate statistics Sliced inverse regression Sufficient dimension reduction Kernel Support vector machine Vector space Algebra Mathematics Linear algebra
707	Dimension reduction and visualization of histogram data using sliced inverse regression Han-Ming Wu1,* 1. Department of Mathematics, Tamkang University Contact author: [removed] Add to Reading List Source URL: www3.stat.sinica.edu.tw Language: English* - Date: 2014-05-21 03:02:56 Data analysis Non-parametric statistics Principal component analysis Singular value decomposition Sufficient dimension reduction Sliced inverse regression Dimension reduction Histogram Data visualization Statistics Multivariate statistics Regression analysis
708	Dimensional reduction of distribution-valued symbolic data Rosanna Verde1,* 1. Second University of Naples, Italy Contact author: [removed] In the framework of Symbolic Data Analysis (SDA), distributional Add to Reading List Source URL: www3.stat.sinica.edu.tw Language: English* - Date: 2014-05-21 03:00:23 Principal component analysis Singular value decomposition Science Quantile Analysis Multivariate statistics Data analysis Summary statistics
709	IAENG International Journal of Applied Mathematics, 39:1, IJAM_39_1_06 ______________________________________________________________________________________ Sparse Linear Discriminant Analysis with Applications to High Add to Reading List Source URL: www.stat.tamu.edu Language: English - Date: 2009-02-17 12:13:25 Statistical classification Singular value decomposition Data analysis Regression analysis Linear discriminant analysis Principal component analysis Eigenvalues and eigenvectors Covariance matrix Multivariate normal distribution Statistics Algebra Multivariate statistics
710	Accepted by Manufacturing and Service Operations Management Interday Forecasting and Intraday Updating of Call Center Arrivals Haipeng Shen • Jianhua Z. Huang Department of Statistics and Operations Research, Universi Add to Reading List Source URL: www.stat.tamu.edu Language: English - Date: 2007-03-17 14:57:20 Statistical forecasting Data analysis Time series analysis Forecasting Singular value decomposition Forecast error Demand forecasting Principal component analysis Algebra Statistics Linear algebra

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