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Partial least squares regression
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91	Clincial Biostatistics Regression Regression analyses Regression is the rather strange name given to a set of methods for predicting one variable from another. The data shown in Table 1 and come from a student project Add to Reading List Source URL: www-users.york.ac.uk Language: English - Date: 2006-06-07 10:45:16 Simple linear regression Body mass index Least squares Coefficient of determination Errors and residuals in statistics Ordinary least squares Partial regression plot Regression dilution Statistics Regression analysis Linear regression
92	Reprinted from 2013 Springer Verlag book: "New perspectives in Partial Least Squares and Related Methods" Correlated Component Regression: Re-thinking Regression in the Presence of Near Collinearity Jay Magidson Add to Reading List Source URL: statisticalinnovations.com Language: English - Date: 2013-12-20 15:24:05 Partial least squares regression Multicollinearity Logistic regression Stepwise regression Standardized coefficient Coefficient of determination Poisson regression Linear discriminant analysis Ordinary least squares Statistics Regression analysis Linear regression
93	International Journal of e-Collaboration, 6(4), 1-11, October-DecemberUsing WarpPLS in E-collaboration Studies: An Overview of Five Main Analysis Steps Ned Kock, Texas A&M International University, USA Add to Reading List Source URL: cits.tamiu.edu Language: English - Date: 2010-11-05 12:06:37 Graphical models Statistical methods Multivariate statistics Structural equation modeling Path analysis Partial least squares regression Linear regression Origin Spreadsheet Statistics Regression analysis Econometrics
94	Correlated Component Regression (CCR) Use this module to model and predict a designated dependent variable Y (continuous or dichotomous) from a set of P correlated explanatory variables (predictors) X = (X1, X2, … , XP Add to Reading List Source URL: statisticalinnovations.com Language: English - Date: 2011-09-22 15:25:17 Partial least squares regression Linear regression Linear discriminant analysis Multicollinearity Generalized linear model Least squares Cross-validation Multinomial logit Nonparametric regression Statistics Regression analysis Logistic regression
95	RESEARCH ESSAY CONSISTENT PARTIAL LEAST SQUARES PATH MODELING1 Theo K. Dijkstra Faculty of Economics and Business, University of Groningen, Nettelbosje 2, 9747 AE Groningen THE NETHERLANDS {} Add to Reading List Source URL: www.misq.org Language: English - Date: 2015-04-29 10:02:16 Structural equation modeling Multicollinearity Least squares Generalized least squares Variance Instrumental variable Ordinary least squares Reliability engineering Internal consistency Statistics Regression analysis Partial least squares regression
96	Copyright © 2011 by Statistical Innovations Inc. All rights reserved. Correlated Component Regression A Sparse Alternative to PLS Regression Jay Magidson Statistical Innovations Inc. Add to Reading List Source URL: statisticalinnovations.com Language: English - Date: 2011-08-12 14:22:39 Partial least squares regression Standardized coefficient Ordinary least squares Covariance Stepwise regression Statistics Regression analysis Linear regression
97	Copyright © 2012 by Statistical Innovations Inc. All rights reserved. Tutorial 4. Prediction with Near Infrared (NIR) Data Add to Reading List Source URL: statisticalinnovations.com Language: English - Date: 2013-04-17 11:18:38 Partial least squares regression XLSTAT Training set Standardized coefficient Cross-validation Validation Regularization Degrees of freedom Statistics Machine learning Regression analysis
98	RESEARCH ESSAY CONSISTENT PARTIAL LEAST SQUARES PATH MODELING1 Theo K. Dijkstra Faculty of Economics and Business, University of Groningen, Nettelbosje 2, 9747 AE Groningen THE NETHERLANDS {} Add to Reading List Source URL: www.misq.org Language: English - Date: 2015-04-29 10:02:16 Structural equation modeling Multicollinearity Least squares Generalized least squares Variance Instrumental variable Ordinary least squares Reliability engineering Internal consistency Statistics Regression analysis Partial least squares regression
99	International Journal of e-Collaboration, 7(3), 1-13, July-SeptemberUsing WarpPLS in e-Collaboration Studies: Mediating Effects, Control and Second Add to Reading List Source URL: cits.tamiu.edu Language: English - Date: 2011-10-17 19:06:33 Psychometrics Graphical models Statistical dependence Structural equation modeling Path analysis Latent variable Partial least squares regression Resampling Path coefficient Statistics Regression analysis Econometrics
100	A Fast Parsimonious Maximum Likelihood Approach for Predicting Outcome Variables from a Large Number of Predictors Jay Magidson Statistical Innovations Inc. Belmont, Massachusetts, United States jay@statisticalinnovation Add to Reading List Source URL: statisticalinnovations.com Language: English - Date: 2012-06-18 09:40:05 Statistical models Actuarial science Single equation methods Logistic regression Linear regression Dummy variable Partial least squares regression Least squares Generalized linear model Statistics Regression analysis Econometrics

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