{"title":"Structural Equation Models","authors":"K. Bollen, S. Rabe-Hesketh, A. Skrondal","doi":"10.1093/OXFORDHB/9780199286546.003.0018","DOIUrl":null,"url":null,"abstract":"Structural equation models refer to general statistical procedures for multiequation systems that include continuous latent variables, multiple indicators of concepts, errors of measurement, errors in equations, and observed variables. An analysis that uses structural equation models has several components. These include (a) model specification, (b) the implied moment matrix, (c) identification, (d) estimation, (e) model fit, and (f) respecification. Historical origins of structural equation models are also described. \n \n \nKeywords: \n \nstructural equation models; \nfactor loading matrix; \npath analysis; \nimplied moment matrix; \nmodel identification; \nrespecification","PeriodicalId":249550,"journal":{"name":"A Logical Theory of Causality","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2005-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"40","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"A Logical Theory of Causality","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/OXFORDHB/9780199286546.003.0018","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 40
Abstract
Structural equation models refer to general statistical procedures for multiequation systems that include continuous latent variables, multiple indicators of concepts, errors of measurement, errors in equations, and observed variables. An analysis that uses structural equation models has several components. These include (a) model specification, (b) the implied moment matrix, (c) identification, (d) estimation, (e) model fit, and (f) respecification. Historical origins of structural equation models are also described.
Keywords:
structural equation models;
factor loading matrix;
path analysis;
implied moment matrix;
model identification;
respecification
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