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Více informací o knize Partial Least Squares Path Modeling

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Anotace knihy

Now in its second edition, this edited book presents recent progress and techniques in partial least squares path modeling (PLS-PM), and provides a comprehensive overview of the current state-of-the-art in PLS-PM research. Like the previous edition, the book is divided into three parts: the first part emphasizes the basic concepts and extensions of the PLS-PM method; the second part discusses the methodological issues that have been the focus of recent developments, and the last part deals with real-world applications of the PLS-PM method in various disciplines.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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Zařazení knihy Knihy v angličtině Mathematics & science Mathematics Probability & statistics

• Plný název: Partial Least Squares Path Modeling
• Podnázev: Basic Concepts, Methodological Issues and Applications
• Autor: Hengky Latan, Hair, Jr., Joseph F., Richard Noonan
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 508
• EAN: 9783031377716
• ID: 43654600
• Nakladatelství: Springer, Berlin
• Hmotnost: 883 g
• Rozměry: 235 × 155 mm
• Rok vydání: 2023

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