Generalized Structured Component Analysis: A Component-Based Approach to Structural Equation Modeling (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences) - Hardcover

Buch 23 von 40: Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences

Hwang, Heungsun; Takane, Yoshio

 
9781466592940: Generalized Structured Component Analysis: A Component-Based Approach to Structural Equation Modeling (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)
Hardcover
ISBN 10: 146659294X ISBN 13: 9781466592940
Verlag: CRC Press Inc, 2014

Inhaltsangabe

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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Über die Autorin bzw. den Autor

Heungsun Hwang, Yoshio Takane

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Verlag
CRC Press Inc
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
146659294X
ISBN 13 
9781466592940
Einband
Gebundene Ausgabe
Anzahl der Seiten
330
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar

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9780367738754: Generalized Structured Component Analysis: A Component-Based Approach to Structural Equation Modeling (Chapman & Hall/CRC Statistics in the Social and Behavioral S)

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