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Partial least squares regression
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#	Item
121	Journal of Machine Learning Research[removed] Submitted 10/07; Revised 3/08; Published 4/08 A Library for Locally Weighted Projection Regression Stefan Klanke Add to Reading List Source URL: www.jmlr.org Language: English - Date: 2008-04-29 19:18:56 Machine learning Least squares Partial least squares regression MATLAB Supervised learning Statistics Regression analysis Software
122	Direct Kernel Partial Least Squares (DK-PLS): Feature Selection with Sensitivity Analysis Mark J. Embrechts () Kristin Bennett www.drugmining.com Add to Reading List Source URL: clopinet.com Language: English* - Date: 2003-12-19 16:44:36 Partial least squares regression Kernel methods Kernel principal component analysis Support vector machine Kernel Feature selection Principal component analysis Mlpy Statistics Machine learning Multivariate statistics
123	JOURNAL OF CHEMOMETRICS J. Chemometrics 2005; 19: 107–118 Published online 22 September 2005 in Wiley InterScience (www.interscience.wiley.com). DOI: cem.915 The prediction error in CLS and PLS: the importance Add to Reading List Source URL: www.wisdom.weizmann.ac.il Language: English - Date: 2006-02-15 15:59:38 Partial least squares regression Linear regression Multivariate normal distribution Cross-validation Principal component analysis Ordinary least squares Linear discriminant analysis Least squares Calibration Statistics Regression analysis Chemometrics
124	Figure 1. Modeling procedure described for partial least squares (PLS) and multiple linear regression (MLR) analysis. Initial Dataset Refined Dataset Add to Reading List Source URL: www.biogeosciences.net - Date: 2014-12-03 14:17:39
125	Comparison of JMP Student Edition and JMP ® ® JMP Student Edition is an easy-to-use, streamlined version of JMP software that Add to Reading List Source URL: www.jmp.com Language: English - Date: 2012-07-30 16:22:11 Multivariate statistics JMP SAS Partial least squares regression Stepwise regression R Factor analysis Degrees of freedom Durbin–Watson statistic Statistics Regression analysis Econometrics
126	2015-PhD-Syllabus-PLS-SEM@aibuki-manchester Add to Reading List Source URL: www.aib-uki.org Language: English - Date: 2014-11-13 12:40:36 Multivariate statistics Structural equation models Structural equation modeling PLS Statistics Regression analysis Partial least squares regression
127	Gerhard Tutz & Jan Gertheiss Feature Extraction in Signal Regression: A Boosting Technique for Functional Data Regression Technical Report Number 011, 2007 Add to Reading List Source URL: epub.ub.uni-muenchen.de Language: English - Date: 2012-05-22 04:48:34 Elastic net regularization Instrumental variable Least squares Partial least squares regression Residual sum of squares Outline of regression analysis Variance inflation factor Statistics Regression analysis Linear regression
128	Idescat. SORT. New insights into evaluation of regression models through a decomposition of the prediction errors: application to near-infrared spectral data. Volume 37 (1) Add to Reading List Source URL: www.idescat.cat Language: English - Date: 2013-06-12 05:48:47 Multicollinearity Partial least squares regression Coefficient of determination Chemometrics Variance inflation factor Principal component analysis Least squares Bootstrapping Statistics Regression analysis Linear regression
129	Neural Process Lett DOI[removed]s11063[removed]Local Dimensionality Reduction for Non-Parametric Regression Heiko Hoffmann · Stefan Schaal · Sethu Vijayakumar Add to Reading List Source URL: www-clmc.usc.edu Language: English - Date: 2009-03-02 14:19:36 Econometrics Estimation theory Parametric statistics Linear regression Dimension reduction Principal component analysis Partial least squares regression Nonlinear dimensionality reduction Nonlinear regression Statistics Regression analysis Multivariate statistics
130	Locally Weighted Regression for Control Link-Based Classification 7Collective Classification Liquid State Machine Add to Reading List Source URL: www-clmc.usc.edu Language: English - Date: 2011-02-17 00:28:48 Supervised learning K-nearest neighbor algorithm Kernel regression Linear regression Least squares Partial least squares regression Radial basis function network Kriging Nonparametric regression Statistics Regression analysis Local regression

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