Partial Least Squares Path Modeling : Basic Concepts, Methodological Issues and Applications. 1st ed. 2017
- 種類:
- 電子ブック
- 責任表示:
- edited by Hengky Latan, Richard Noonan
- 出版情報:
- Cham : Springer International Publishing : Imprint: Springer, 2017
- 著者名:
- ISBN:
- 9783319640693 [3319640690]
- 注記:
- Dedication -- Foreword -- Preface -- Table of Contents -- Part I: Basic Concepts and Extensions -- Partial Least Squares: The Gestation Period (Richard Noonan) -- Partial Least Squares Path Modeling: Updated Guidelines (Jörg Henseler, Geoffrey Hubona, and Pauline Ash Ray) -- Going Beyond Composites: Conducting a Factor-Based PLS-SEM Analysis (Ned Kock) -- The Perfect Match between a Model and a Mode (Theo K. Dijkstra) -- Quantile Composite-Based Model: A Recent Advance in PLS-PM (Cristina Davino, Pasquale Dolce, and Stefania Taralli) -- Ordinal Consistent Partial Least Squares (Florian Schuberth and Gabriele Cantaluppi) -- Part II: Methodological Issues -- Predictive Path Modeling through PLS and Other Component-Based Approaches: Methodological Issues and Performance Evaluation (Pasquale Dolce, Vincenzo Esposito Vinzi, and Carlo Lauro) -- Mediation Analyses in Partial Least Squares Structural Equation Modeling: Guidelines and Empirical Examples (Gabriel Cepeda, Christian Nitzl, and Jose Luis Roldán) -- Treati
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 b - ローカル注記:
- 学内専用E-BOOKS (local access only)
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