PLS-MGA: A Non-Parametric Approach to Partial Least Squares-based Multi-Group Analysis

Abstract
This paper adds to an often applied extension of Partial Least Squares (PLS) path modeling, namely the comparison of PLS estimates across subpopulations, also known as multi-group analysis. Existing PLS-based approaches to multi-group analysis have the shortcoming that they rely on distributional assumptions. This paper develops a non-parametric PLS-based approach to multi-group analysis: PLS-MGA. Both the existing approaches and the new...
Paper Details
Title
PLS-MGA: A Non-Parametric Approach to Partial Least Squares-based Multi-Group Analysis
Published Date
Jan 1, 2012
Pages
495 - 501
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