Reasonably carry out multivariate analysis: simple structural equation model analysis
DOI:10.11886/scjsws20230925003
English keywords:Endogenous variables  Exogenous variables  Measurement model  Structural model  Variance-covariance matrix
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Author NameAffiliationAddress
Hu Chunyan Graduate School, Academy of Military Sciences PLA China 北京海淀厢红旗东门外甲1号
Hu Liangping Graduate School, Academy of Military Sciences PLA China 北京海淀厢红旗东门外甲1号
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      The purpose of this article was to introduce the basic concepts, calculation methods, two examples and SAS implementation related to the structural equation model analysis. Basic concepts included composition of structural equation models, endogenous variables and exogenous variables, and three types of structural equation models; the calculation method involved the mathematical form of the structural equation model and the basic idea of fitting the structural equation model; the data in the two examples were "socio economic status of students'' parents and their performance" and "middle school students'' mathematics learning effectiveness data"; with the help of SAS software, the structural equation model analysis was conducted on the data in the two examples, and an explanation was given to the SAS output results.
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