Original paper
Robust partial least squares path modeling
Abstract
Outliers can seriously distort the results of statistical analyses and thus threaten the validity of structural equation models. As a remedy, this article introduces a robust variant of Partial Least Squares Path Modeling (PLS) and consistent Partial Least Squares (PLSc) called robust PLS and robust PLSc, respectively, which are robust against distortion caused by outliers. Consequently, robust PLS/PLSc allows to estimate structural models...
Paper Details
Title
Robust partial least squares path modeling
Published Date
Jul 19, 2019
Journal
Volume
47
Issue
1
Pages
307 - 334
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Notes
History