Partial Least Squares Path Modeling
Basic Concepts, Methodological Issues and Applications
2., Second Edition 2023
Springer
ISBN 978-3-031-37771-6
Standardpreis
Bibliografische Daten
Fachbuch
Buch. Hardcover
2., Second Edition 2023. 2023
62 s/w-Abbildungen, 28 Farbabbildungen.
In englischer Sprache
Umfang: xxxvi, 472 S.
Format (B x L): 15,5 x 23,5 cm
Gewicht: 922
Verlag: Springer
ISBN: 978-3-031-37771-6
Produktbeschreibung
This new edition broadens the scope of the first edition and consists of entirely new original contributions, again written by expert authors in the field, on a wide range of topics, including: how to perform quantile composite path modeling with R; the rationale and justification for using PLS-PM in top-tier journals; psychometric properties of three weighting schemes and why PLS-PM is a better fit to mode B; a comprehensive review of PLS software; how to perform out-of-sample predictions with ordinal consistent partial least squares; multicollinearity issues in PLS-PM using ridge regression; theorizing and testing specific indirect effects in PLS and considering their effect size; how to run hierarchical models and available approaches; and how to apply necessary condition analysis (NCA) in PLS-PM.
This book will appeal to researchers interested in the latest advances in PLS-PM as well as masters and Ph.D. students in a variety of disciplines who use PLS-PM methods. With clear guidelines on selecting and using PLS-PM, especially those related to composite models, readers will be brought up to date on recent debates in the field.
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Presents the latest developments in partial least squares path modeling (PLS-PM) Shows the theoretical and methodological advances in PLS-PM as well as real-world applications Edited by prominent names in the field, the new edition features entirely new contributions by expert authors
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