A primer on partial least squares structural equation modeling (PLS-SEM). (2016)

• Record Type: Book
• Further Information: Note: Joseph F. Hair, Jr., Kennesaw State University, [and three others].
• Other Names: Jr, Hair, Joseph F, 1944-
• Contents: Chapter 1: An Introduction to Structural Equation Modeling; What Is Structural Equation Modeling?; Considerations in Using Structural Equation Modeling; Structural Equation Modeling With Partial Least Squares Path Modeling; PLS-SEM, CB-SEM, and Regressions Based on Sum Scores; Organization of Remaining Chapters; Chapter 2: Specifying the Path Model and Examining Data; Stage 1: Specifying the Structural Model; Stage 2: Specifying the Measurement Models; Stage 3: Data Collection and Examination; Case Study Illustration: Specifying the PLS-SEM Model; Path Model Creation Using the SmartPLS Software; Chapter 3: Path Model Estimation; Stage 4: Model Estimation and the PLS-SEM Algorithm; Case Study Illustration: PLS Path Model Estimation (Stage 4); Chapter 4: Assessing PLS-SEM Results Part I: Evaluation of Reflective Measurement Models; Overview of Stage 5: Evaluation of Measurement Models; Stage 5a: Assessing Results of Reflective Measurement Models; Case Study Illustration—Reflective Measurement Models; Running the PLS-SEM Algorithm; Reflective Measurement Model Evaluation; Chapter 5: Assessing PLS-SEM Results Part II: Evaluation of the Formative Measurement Models; Stage 5b: Assessing Results of Formative Measurement Models; Bootstrapping Procedure; Bootstrap Confidence Intervals; Case Study Illustration—Evaluation of Formative Measurement Models; Chapter 6: Assessing PLS-SEM Results Part III: Evaluation of the Structural Model; Stage 6: Assessing PLS-SEM Structural Model Results; Case Study Illustration—How Are PLS-SEM Structural Model Results Reported?; Chapter 7: Mediator and Moderator Analysis; Mediation; Moderation; Chapter 8: Outlook on Advanced Methods; Importance-Performance Map Analysis; Hierarchical Component Models; Confirmatory Tetrad Analysis; Dealing With Observed and Unobserved Heterogeneity; Consistent Partial Least Squares;
• Edition: Second edition
• Publisher Details: Thousand Oaks : SAGE Publications, Inc
• Publication Date: 2016
• Extent: 1 online resource (384 pages)
• Subjects: 511/.42; Least squares; Structural equation modeling
• Languages: English
• ISBNs: 9781483377469; 1483377466
• 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.