Reasonably carry out multivariate analysis: qualitative data correspondence analysis and Shannon information quantity analysis
DOI:10.11886/scjsws20230814002
English keywords:Contingency table  Marginal probability  Row profile  Information volume  Information entropy
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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 qualitative data correspondence analysis(QDCA) and Shannon information quantity analysis(SIQA). Basic concepts included contingency table and Burt table, marginal probability, row profile and column profile, information and information volume, entropy; the calculation method involved the qualitative data correspondence analysis and Shannon information quantity analysis; the data in the two examples were "detection of 4 kinds of thyroid diseases in different seasons in a hospital in 3 years" and "distribution of 4 temperament types of students in different majors"; with the help of SAS software, QDCA and SIQA were carried out on the data in the two examples, and a reasonable explanation was made for the SAS output results.
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