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Confirmatory factor analysis for applied research
Confirmatory factor analysis for applied research / Timothy A. Brown
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Confirmatory factor analysis for applied research
자료유형  
 전자책
 
n899157274
ISBN  
9781462517800 (electronic bk.)
ISBN  
1462517803 (electronic bk.)
ISBN  
9781462517794 (hardcover)
ISBN  
146251779X (hardcover)
ISBN  
9781462515363 (paperback)
ISBN  
1462515363 (paperback)
소장사항  
MAIN
미국회청구기호  
BF39.2.F32-B769 2015eb
DDC  
150.1/5195354-23
청구기호  
180 B881c
저자명  
Brown, Timothy A. , 1960-
서명/저자  
Confirmatory factor analysis for applied research / Timothy A. Brown
판사항  
Second edition.
형태사항  
1 online resource (482 pages).
총서명  
Methodology in the social sciences
서지주기  
Includes bibliographical references and index.
내용주기  
완전내용The common factor model and exploratory factor analysis -- Introduction to CFA -- Specification and interpretation of CFA models -- Model revision and comparison -- CFA of multitrait-multimethod matrices -- CFA with equality constraints, multiple groups, and mean structures -- Other types of CFA models : higher-order factor analysis, scale reliability evaluation, and formative indicators -- Data issues in CFA : missing, non-normal, and categorical data -- Statistical power and sample size -- recent developments involving CFA models.
초록/해제  
요약 :"With its emphasis on practical and conceptual aspects, rather than mathematics or formulas, this accessible book has established itself as the go-to resource on confirmatory factor analysis (CFA). Detailed, worked-through examples drawn from psychology, management, and sociology studies illustrate the procedures, pitfalls, and extensions of CFA methodology. The text shows how to formulate, program, and interpret CFA models using popular latent variable software packages (LISREL, Mplus, EQS, SAS/CALIS); understand the similarities and differences between CFA and exploratory factor analysis (EFA); and report results from a CFA study. It is filled with useful advice and tables that outline the procedures. The companion website offers data and program syntax files for most of the research examples, as well as links to CFA-related resources. New to This Edition *Updated throughout to incorporate important developments in latent variable modeling. *Chapter on Bayesian CFA and multilevel measurement models. *Addresses new topics (with examples): exploratory structural equation modeling, bifactor analysis, measurement invariance evaluation with categorical indicators, and a new method for scaling latent variables. *Utilizes the latest versions of major latent variable software packages"--해제 :Provided by publisher.
일반주제명  
Factor analysis
일반주제명  
PSYCHOLOGY Reference.
일반주제명  
Factor analysis.
기타형태저록  
Print versionBrown, Timothy A., 1960- Confirmatory factor analysis for applied research. Second edition. New York ; London : The Guilford Press, [2015] 9781462517794 (DLC) 2014040687 (OCoLC)893721619
통일총서명  
Methodology in the social sciences.
전자적 위치 및 접속  
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Control Number  
yscl:138763
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