UID:
kobvindex_HPB1285074600
Format:
1 online resource (xiv, 197 pages) :
,
illustrations (some color)
ISBN:
9783030805197
,
3030805190
Series Statement:
Classroom Companion: Business,
Content:
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
Note:
Includes index.
,
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.
Additional Edition:
Printed edition: 9783030805180
Additional Edition:
Printed edition: 9783030805203
Language:
English
Keywords:
Electronic books.
;
Electronic books.
DOI:
10.1007/978-3-030-80519-7
URL:
Click here to view book
Bookmarklink