Partial least squares path modeling : basic concepts, methodological issues and applications /: basic concepts, methodological issues and applications. (2017)

• Record Type: Book
• Further Information: Note: Hengky Latan, Richard Noonan, editors.
• Editors: Latan, Hengky; Noonan, Richard
• Contents: 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) -- Treating Unobserved Heterogeneity in PLS-SEM: A Multi-Method Approach (Marko Sarstedt, Christian M. Ringle, and Joe F. Hair) -- Applying Multigroup Analysis in PLS-SEM: A Step-by-Step Process (Lucy Matthews) -- Common Methods Bias: A Full Collinearity Assessment Method for PLS-SEM (Ned Kock) -- Integrating Non-Metric Data in Partial Least Squares Path Models: Methods and Application (Francesca Petrarca, Giorgio Russolillo and Laura Trinchera) -- Model Misspecifications and Bootstrap Parameter Recovery in PLS-SEM and CBSEM based Exploratory Modeling (Pratyush N. Sharma, Ryan Pohlig, and Kevin H. Kim) -- Part III: Applications -- Personality, Intellectual Ability, and the Self-Concept of Gifted Children: An Application of PLS-SEM (R. Frank Falk) -- Ethical Awareness, Ethical Judgment and Whistleblowing: A Moderated Mediation Analysis (Hengky Latan, Charbel Jose Chiappetta Jabbour and Ana Beatriz Lopes de Sousa Jabbour) -- Latent Variable Regression for Laboratory Hyperspectral Images (Paul Geladi, Hans Grahn, and Kim H. Esbensen) -- Dealing with Nonlinearity in Importance-Performance Map Analysis (IPMA): An Integrative Framework in a PLS-SEM Context (Sandra Streukens, Sara Leroi-Werelds, and Kim Willems) -- Appendix -- About the Authors -- Index.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Extent: 1 online resource (xxxvii, 414 pages), illustrations (some color)
• Subjects: 511/.42; Statistics; Least squares; MATHEMATICS -- General; Least squares; Social Science -- Statistics; Business & Economics -- Statistics; Computers -- Mathematical & Statistical Software; Business & Economics -- Econometrics; Psychology -- Assessment, Testing & Measurement; Social research & statistics; Probability & statistics; Mathematical & statistical software; Econometrics; Psychological testing & measurement; Mathematical statistics; Econometrics; Psychometrics; Mathematics -- Probability & Statistics -- General; Electronic books
• Languages: English
• ISBNs: 9783319640693; 3319640690
• Related ISBNs: 9783319640686; 3319640682
• Notes: Note: Includes bibliographical references and indexes.; Note: Online resource; title from PDF title page (SpringerLink, viewed November 14, 2017).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.