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Structural equation models = from pa...

Westland, J. Christopher.

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Structural equation models = from paths to networks /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Structural equation models/ by J. Christopher Westland.
其他題名:	from paths to networks /
作者:	Westland, J. Christopher.
出版者:	Cham :Springer International Publishing : : 2015.,
面頁冊數:	ix, 175 p. :ill., digital ;24 cm.
內容註:	An Introduction to Structural Equation Models -- A Brief History of Structural Equation Models -- Partial Least Squares Path Analysis -- LISREL and its Progeny -- Systems of Regression Equations -- Data Collection, Control and Sample Size -- Survey and Questionnaire Data -- Research Structure and Paradigms -- From Paths to Networks: The Evolving Science of Networks.
Contained By:	Springer eBooks
標題:	Structural equation modeling. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-16507-3
ISBN:	9783319165073 (electronic bk.)

Structural equation models = from paths to networks /
Westland, J. Christopher.

Structural equation modelsfrom paths to networks /[electronic resource] :by J. Christopher Westland. - Cham :Springer International Publishing :2015. - ix, 175 p. :ill., digital ;24 cm. - Studies in systems, decision and control,v.222198-4182 ;. - Studies in systems, decision and control ;v.3..

An Introduction to Structural Equation Models -- A Brief History of Structural Equation Models -- Partial Least Squares Path Analysis -- LISREL and its Progeny -- Systems of Regression Equations -- Data Collection, Control and Sample Size -- Survey and Questionnaire Data -- Research Structure and Paradigms -- From Paths to Networks: The Evolving Science of Networks.

This compact reference surveys the full range of available structural equation modeling (SEM) methodologies. It reviews applications in a broad range of disciplines, particularly in the social sciences where many key concepts are not directly observable. This is the first book to present SEM's development in its proper historical context-essential to understanding the application, strengths and weaknesses of each particular method. This book also surveys the emerging path and network approaches that complement and enhance SEM, and that will grow in importance in the near future. SEM's ability to accommodate unobservable theory constructs through latent variables is of significant importance to social scientists. Latent variable theory and application are comprehensively explained, and methods are presented for extending their power, including guidelines for data preparation, sample size calculation, and the special treatment of Likert scale data. Tables of software, methodologies and fit statistics provide a concise reference for any research program, helping assure that its conclusions are defensible and publishable.

ISBN: 9783319165073 (electronic bk.)

Standard No.: 10.1007/978-3-319-16507-3doiSubjects--Topical Terms:

618811
Structural equation modeling.

LC Class. No.: QA278.3

Dewey Class. No.: 519.53

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520 $a This compact reference surveys the full range of available structural equation modeling (SEM) methodologies. It reviews applications in a broad range of disciplines, particularly in the social sciences where many key concepts are not directly observable. This is the first book to present SEM's development in its proper historical context-essential to understanding the application, strengths and weaknesses of each particular method. This book also surveys the emerging path and network approaches that complement and enhance SEM, and that will grow in importance in the near future. SEM's ability to accommodate unobservable theory constructs through latent variables is of significant importance to social scientists. Latent variable theory and application are comprehensively explained, and methods are presented for extending their power, including guidelines for data preparation, sample size calculation, and the special treatment of Likert scale data. Tables of software, methodologies and fit statistics provide a concise reference for any research program, helping assure that its conclusions are defensible and publishable.
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