Hu Chunyan,Hu Liangping,How to use χ² test correctly——the overview of the statistical analysis methods for the data of a multiway table[J].SICHUAN MENTAL HEALTH,2021,34(3):197-201

How to use χ² test correctly——the overview of the statistical analysis methods for the data of a multiway table

DOI：10.11886/scjsws20210514003

English keywords:Weighted χ² test CMH χ² test Meta analysis Discrete choice model

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Author Name	Affiliation	Postcode
Hu Chunyan	Graduate School， Academy of Military Sciences PLA China， Beijing 100850， China	100850
Hu Liangping	Graduate School， Academy of Military Sciences PLA China， Beijing 100850， China Specialty Committee of Clinical Scientific Research Statistics of World Federation of Chinese Medicine Societies， Beijing 100029， China	100029

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English abstract:

The purpose of this article was to introduce the types of a multiway table data and their corresponding statistical analysis methods. Based on the data types of the result variables， common high-dimensional table data could be divided into the following three categories， namely， the high-dimensional table data with binary variables， multi-valued nominal variables and multi-valued ordinal variables as the result variables. There were two main categories of the statistical analysis methods for the multiway table data. The first category was the generalized difference analysis， in which the contents included "weighted χ² test""CMH χ² test" and "Meta analysis"， the second category was the regression analysis， in which the contents included "log linear regression model analysis""Logistic regression model analysis" "probit regression model analysis" and "discrete choice model analysis".

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