The Second Edition of Advanced Issues in Partial Least Squares Structural Equation Modeling offers a straightforward and practical guide to PLS-SEM for users ready to go further than the basics of A Primer on Partial Least Squares Structural Equation Modeling, Third Edition. Even in this advanced guide, the authors have limited the emphasis on equations, formulas, and Greek symbols, and instead rely on detailed explanations of the fundamentals of PLS-SEM and provide general guidelines for understanding and evaluating the results of applying the method. A single study on corporate reputation features as an example throughout the book, along with a single software package (SmartPLS 4.0) to provide a seamless learning experience. The approach of this book is based on the authors’ many years of conducting research and teaching methodology courses, including developing the SmartPLS software. The preparation of the book, especially this new edition, is based on the authors’ desire to communicate the PLS-SEM method to a much broader audience from management and marketing to engineering, geography, medicine, political and environmental sciences, psychology, and beyond. The Second Edition includes a new chapter on the necessary condition analysis (NCA) and covers the most recent developments in PLS-SEM, with detailed guidelines for estimating and validating higher-order constructs and nonlinear effects as well as more insights on multigroup and latent class analyses using FIMIX-PLS and PLS-POS. The book is aimed at researchers and practitioners who seek to gain comprehensive knowledge of more advanced PLS-SEM methods.
Discover the comprehensive guide to Advanced Issues in Partial Least Squares Structural Modeling with the 2nd Edition. This practical book takes you beyond the basics of PLS-SEM, emphasizing detailed explanations of fundamentals and practical guidelines. Using a single company reputation study as an example, and SmartPLS 4.0 software, it offers a seamless learning experience. Developed by experienced authors, including the creator of SmartPLS software, this edition aims to communicate the methodology to a wider audience across various disciplines. Explore essential topics like higher-order structures, nonlinear effects, multigroup analysis, and more. With a new chapter on essential condition analysis and the latest developments in PLS-SEM, gain comprehensive knowledge and practical insights. Perfect for researchers and practitioners seeking advanced PLS-SEM methods.
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