| Description |
1 online resource (xiv, 197 pages) : illustrations (some color) |
| Series |
Classroom Companion: Business, 2662-2874 |
|
Classroom companion. Business. 2662-2874
|
| Contents |
An Introduction to Structural Equation Modeling -- Introduction to R and RStudio -- Introduction to SEMinR -- Evaluation of Reflective Measurement Models -- Evaluation of Formative Measurement Models -- Evaluation of the Structural Model -- Mediation Analysis -- Moderation Analysis |
| Summary |
Partial least squares structural equation modeling (PLS-SEM) has become a standard approach for analyzing complex inter-relationships between observed and latent variables. Researchers appreciate the many advantages of PLS-SEM such as the possibility to estimate very complex models and the method's flexibility in terms of data requirements and measurement specification. This practical open access guide provides a step-by-step treatment of the major choices in analyzing PLS path models using R, a free software environment for statistical computing, which runs on Windows, macOS, and UNIX computer platforms. Adopting the R software's SEMinR package, which brings a friendly syntax to creating and estimating structural equation models, each chapter offers a concise overview of relevant topics and metrics, followed by an in-depth description of a case study. Simple instructions give readers the "how-tos" of using SEMinR to obtain solutions and document their results. Rules of thumb in every chapter provide guidance on best practices in the application and interpretation of PLS-SEM |
| Notes |
Includes index |
|
Online resource; title from PDF title page (SpringerLink, viewed November 11, 2021) |
| Subject |
Least squares.
|
|
Structural equation modeling.
|
|
Finance -- Mathematical models.
|
|
R (Computer program language)
|
|
Finance -- Mathematical models
|
|
Least squares
|
|
R (Computer program language)
|
|
Structural equation modeling
|
| Form |
Electronic book
|
| Author |
Hult, G. Tomas M., author
|
|
Ringle, Christian M., author
|
|
Sarstedt, Marko, author
|
|
Danks, Nicholas P., author
|
|
Ray, Soumya, author
|
| ISBN |
9783030805197 |
|
3030805190 |
|
