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合理进行多元分析——证实性因子分析

胡纯严 胡良平

四川精神卫生2024,Vol.37Issue(z1):30-34,5.
四川精神卫生2024,Vol.37Issue(z1):30-34,5.DOI:10.11886/scjsws20230925002

合理进行多元分析——证实性因子分析

Reasonably carry out multivariate analysis:confirmatory factor analysis

胡纯严 1胡良平2

作者信息

  • 1. 军事科学院研究生院,北京 100850
  • 2. 军事科学院研究生院,北京 100850||世界中医药学会联合会临床科研统计学专业委员会,北京 100029
  • 折叠

摘要

Abstract

The purpose of this paper was to introduce the basic concepts,calculation methods,one example related to the confirmatory factor analysis,and how to implement calculations using SAS.Basic concepts included manifest variables and latent variables,endogenous variables and exogenous variables,exploratory and confirmatory,goodness of fit and prerequisites.The calculation methods involved the calculation of basic principles,mathematical models and confirmatory factor models.The data in the example was"partial chemical composition and content of Dengfuxian rock mass samples".With the help of SAS software,the confirmatory factor analysis was conducted on the data in the example and an explanation was given to the SAS output results.

关键词

内生变量/外生变量/因子结构/证实性因子分析/样品聚类分析

Key words

Endogenous variables/Exogenous variables/Factor structure/Confirmatory factor analysis/Sample cluster analysis

分类

预防医学

引用本文复制引用

胡纯严,胡良平..合理进行多元分析——证实性因子分析[J].四川精神卫生,2024,37(z1):30-34,5.

四川精神卫生

OACSTPCD

1007-3256

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