EAN: 9783319640686

PARTIAL LEAST SQUARES PATH MODELING GEBUNDEN

This edited book presents the recent developments in partial least squares-path modeling
(PLS-PM) and provides a comprehensive overview of the current state of the most advanced
research related to PLS-PM. The first section of this book emphasizes the basic concepts and
extensions of the PLS-PM method. The second section discusses the methodological issues that
are the focus of the recent development of the PLS-PM method. The third part discusses the real
world application of the PLS-PM method in various disciplines. The contributions from expert
authors in the field of PLS focus on topics such as the factor-based PLS-PM  the perfect match
between a model and a mode  quantile composite-based path modeling (QC-PM)  ordinal consistent
partial least squares (OrdPLSc)  non-symmetrical composite-based path modeling (NSCPM)  modern
view for mediation analysis in PLS-PM  a multi-method approach for identifying and treating
unobserved heterogeneity  multigroup analysis (PLS-MGA)  the assessment of the common method
bias  non-metric PLS with categorical indicators  evaluation of the efficiency and accuracy of
model misspecification and bootstrap parameter recovery in PLS-PM  CB-SEM  and the Bollen-Stine
methods and importance-performance map analysis (IPMA) for nonlinear relationships. This book
will be useful for researchers and practitioners interested in the latest advances in PLS-PM as
well as master and Ph.D. students in a variety of disciplines using the PLS-PM method for their
projects.

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