How to use χ2 test correctly——the overview of the statistical analysis methods for the data of a multiway table
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...
| Main Authors: | , |
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| Format: | Article |
| Language: | zho |
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Editorial Office of Sichuan Mental Health
2021-06-01
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| Series: | Sichuan jingshen weisheng |
| Subjects: | |
| Online Access: | http://www.psychjm.net.cn/scjswszzen/ch/reader/view_abstract.aspx?file_no=202103002&flag=1 |
| _version_ | 1797627609337561088 |
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| author | Hu Chunyan Hu Liangping |
| author_facet | Hu Chunyan Hu Liangping |
| author_sort | Hu Chunyan |
| collection | DOAJ |
| description | 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". |
| first_indexed | 2024-03-11T10:26:43Z |
| format | Article |
| id | doaj.art-7b82c2b1c2e244c6b69911bdaa98cdd0 |
| institution | Directory Open Access Journal |
| issn | 1007-3256 |
| language | zho |
| last_indexed | 2024-03-11T10:26:43Z |
| publishDate | 2021-06-01 |
| publisher | Editorial Office of Sichuan Mental Health |
| record_format | Article |
| series | Sichuan jingshen weisheng |
| spelling | doaj.art-7b82c2b1c2e244c6b69911bdaa98cdd02023-11-15T12:18:07ZzhoEditorial Office of Sichuan Mental HealthSichuan jingshen weisheng1007-32562021-06-0134319720110.11886/scjsws202105140031007-3256（2021）03-0197-05How to use χ2 test correctly——the overview of the statistical analysis methods for the data of a multiway tableHu Chunyan0Hu Liangping1Graduate School， Academy of Military Sciences PLA China， Beijing 100850， ChinaGraduate School， Academy of Military Sciences PLA China， Beijing 100850， ChinaThe 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".http://www.psychjm.net.cn/scjswszzen/ch/reader/view_abstract.aspx?file_no=202103002&flag=1weighted χ2 testcmh χ2 testmeta analysisdiscrete choice model |
| spellingShingle | Hu Chunyan Hu Liangping How to use χ2 test correctly——the overview of the statistical analysis methods for the data of a multiway table Sichuan jingshen weisheng weighted χ2 test cmh χ2 test meta analysis discrete choice model |
| title | How to use χ2 test correctly——the overview of the statistical analysis methods for the data of a multiway table |
| title_full | How to use χ2 test correctly——the overview of the statistical analysis methods for the data of a multiway table |
| title_fullStr | How to use χ2 test correctly——the overview of the statistical analysis methods for the data of a multiway table |
| title_full_unstemmed | How to use χ2 test correctly——the overview of the statistical analysis methods for the data of a multiway table |
| title_short | How to use χ2 test correctly——the overview of the statistical analysis methods for the data of a multiway table |
| title_sort | how to use χ2 test correctly the overview of the statistical analysis methods for the data of a multiway table |
| topic | weighted χ2 test cmh χ2 test meta analysis discrete choice model |
| url | http://www.psychjm.net.cn/scjswszzen/ch/reader/view_abstract.aspx?file_no=202103002&flag=1 |
| work_keys_str_mv | AT huchunyan howtousech2testcorrectlytheoverviewofthestatisticalanalysismethodsforthedataofamultiwaytable AT huliangping howtousech2testcorrectlytheoverviewofthestatisticalanalysismethodsforthedataofamultiwaytable |