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Principles and practice of structural equation modeling /

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자료유형E-Book
개인저자Kline, Rex B., author.
서명/저자사항Principles and practice of structural equation modeling /Rex B. Kline.
판사항Fourth edition.
형태사항1 online resource (xvii, 534 pages) : illustrations
총서사항Methodology in the social sciences
소장본 주기eBooks on EBSCOhostAll EBSCO eBooks
ISBN9781462523368
1462523366



서지주기Includes bibliographical references and indexes.
내용주기Part I. Concepts and tools -- Coming of age -- Regression fundamentals -- Significance testing and bootstrapping -- Data preparation and psychometrics review -- Computer tools -- Part II. Specification and identification -- Specification of observed variable (path) models -- Identification of observed-variable (path) models -- Graph theory and the structural causal model -- Specification and identification of confirmatory factor analysis models -- Specification and identification of structural regression models -- Part III. Analysis -- Estimation and local fit testing -- Global fit testing -- Analysis of confirmatory factor analysis models -- Analysis of structural regression models -- Part IV. Advanced techniques and best practices -- Mean structures and latent growth models -- Multiple-samples analysis and measurement invariance -- Interaction effects and multilevel structural equation modeling -- Best practices in structural equation modeling.
요약Emphasizing concepts and rationale over mathematical minutiae, this is the most widely used, complete, and accessible structural equation modeling (SEM) text. Continuing the tradition of using real data examples from a variety of disciplines, the significantly revised fourth edition incorporates recent developments such as Pearl's graphing theory and the structural causal model (SCM), measurement invariance, and more. Readers gain a comprehensive understanding of all phases of SEM, from data collection and screening to the interpretation and reporting of the results.
일반주제명Structural equation modeling.
Social sciences -- Statistical methods -- Data processing.
MATHEMATICS / Applied
MATHEMATICS / Probability & Statistics / General
Social sciences -- Statistical methods -- Data processing.
Structural equation modeling.
Models, Statistical.
언어영어
기타형태 저록Original146252334X9781462523344
대출바로가기http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1078917

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