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Generalized Structured Component Analysis - A Component-Based Approach to Structural Equation Modeling (Hardcover)
Loot Price: R3,195
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Generalized Structured Component Analysis - A Component-Based Approach to Structural Equation Modeling (Hardcover)
Series: Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences
Expected to ship within 12 - 17 working days
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Winner of the 2015 Sugiyama Meiko Award (Publication Award) of the
Behaviormetric Society of Japan Developed by the authors,
generalized structured component analysis is an alternative to two
longstanding approaches to structural equation modeling: covariance
structure analysis and partial least squares path modeling.
Generalized structured component analysis allows researchers to
evaluate the adequacy of a model as a whole, compare a model to
alternative specifications, and conduct complex analyses in a
straightforward manner. Generalized Structured Component Analysis:
A Component-Based Approach to Structural Equation Modeling provides
a detailed account of this novel statistical methodology and its
various extensions. The authors present the theoretical
underpinnings of generalized structured component analysis and
demonstrate how it can be applied to various empirical examples.
The book enables quantitative methodologists, applied researchers,
and practitioners to grasp the basic concepts behind this new
approach and apply it to their own research. The book emphasizes
conceptual discussions throughout while relegating more technical
intricacies to the chapter appendices. Most chapters compare
generalized structured component analysis to partial least squares
path modeling to show how the two component-based approaches differ
when addressing an identical issue. The authors also offer a free,
online software program (GeSCA) and an Excel-based software program
(XLSTAT) for implementing the basic features of generalized
structured component analysis.
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