Results 271 to 280 of about 232,548 (306)

Handbook of Partial Least Squares

2010
850 p.
Esposito Vinzi, V., Chin, W.W., Henseler, J., Wang, H.   +3 more
openaire   +2 more sources

A Reformulation of the Partial Least Squares Regression Algorithm

SIAM Journal on Scientific Computing, 1994
Let \(X = (x_ 1,\dots,x_ k)\), where \(x_ 1,\dots,x_ k\) are \(n\)- dimensional vectors (independent variables). Also available is an associated \(n\)-dimensional vector \(y\) (dependent variable). One of the main aims of linear regression is to predict the values of the dependent variable using a linear combination of the independent variables ...
openaire   +1 more source

Partial least squares

2015
Partial least squares (PLS) path modeling is a variance-based form of structural equation modeling. It is frequently applied in business and social sciences to analyze complex causal-predictive models involving latent variables. PLS path modeling makes only soft assumptions with respect to the data distribution, and is relatively robust in case of ...
openaire   +1 more source

Implementing partial least squares

Statistics and Computing, 1995
Partial least squares (PLS) regression has been proposed as an alternative regression technique to more traditional approaches such as principal components regression and ridge regression. A number of algorithms have appeared in the literature which have been shown to be equivalent.
openaire   +1 more source

Partial Least Squares Analysis

2012
Miriam Zelditch, Donald Swiderski, H. David Sheets   +2 more
openaire   +1 more source

Partial least squares structural equation modeling in HRM research

International Journal of Human Resource Management, 2020
Christian M Ringle, Marko Sarstedt, Rebecca Mitchell   +2 more
exaly  

A Critical Examination of Common Beliefs About Partial Least Squares Path Modeling

Organizational Research Methods, 2013
Mikko Ronkko, Joerg Evermann
exaly  

Sparse Partial Least Squares Regression for Simultaneous Dimension Reduction and Variable Selection

Journal of the Royal Statistical Society Series B: Statistical Methodology, 2010
Hyonho Chun
exaly  

Reflections on Partial Least Squares Path Modeling

Organizational Research Methods, 2014
Cameron N Mcintosh, Jeffrey R Edwards, John Antonakis   +2 more
exaly  

Partial Least Squares (PLS) methods for neuroimaging: A tutorial and review

NeuroImage, 2011
Anjali Krishnan, Lynne J Williams, Anthony R Mcintosh   +2 more
exaly