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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 ofthumb in every chapter provide guidance on best practices in the application and interpretation of PLS-SEM.
Produkteigenschaften
- Artikelnummer: 9783030805180
- Medium: Buch
- ISBN: 978-3-030-80518-0
- Verlag: Springer International Publishing
- Erscheinungstermin: 04.11.2021
- Sprache(n): Englisch
- Auflage: 1. Auflage 2021
- Serie: Classroom Companion: Business
- Produktform: Gebunden
- Gewicht: 489 g
- Seiten: 197
- Format (B x H x T): 160 x 241 x 18 mm
- Ausgabetyp: Kein, Unbekannt