A Generalized Two-Dimensional Index to Measure the Degree of Deviation from Double Symmetry in Square Contingency Tables
The double symmetry model satisfies both the symmetry and point symmetry models simultaneously. To measure the degree of deviation from the double symmetry model, a two-dimensional index that can concurrently measure the degree of deviation from symmetry and point symmetry is considered. This two-di...
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2021
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oai:doaj.org-article:a7e87f5d419d4a0796b97418452ca6072021-11-25T19:06:28ZA Generalized Two-Dimensional Index to Measure the Degree of Deviation from Double Symmetry in Square Contingency Tables10.3390/sym131120672073-8994https://doaj.org/article/a7e87f5d419d4a0796b97418452ca6072021-11-01T00:00:00Zhttps://www.mdpi.com/2073-8994/13/11/2067https://doaj.org/toc/2073-8994The double symmetry model satisfies both the symmetry and point symmetry models simultaneously. To measure the degree of deviation from the double symmetry model, a two-dimensional index that can concurrently measure the degree of deviation from symmetry and point symmetry is considered. This two-dimensional index is constructed by combining two existing indexes. Although the existing indexes are constructed using power divergence, the existing two-dimensional index that can concurrently measure both symmetries is constructed using only Kullback-Leibler information, which is a special case of power divergence. Previous studies note the importance of using several indexes of divergence to compare the degrees of deviation from a model for several square contingency tables. This study, therefore, proposes a two-dimensional index based on power divergence in order to measure deviation from double symmetry for square contingency tables. Numerical examples show the utility of the proposed two-dimensional index using two datasets.Shuji AndoHikaru HoshiAki IshiiSadao TomizawaMDPI AGarticleconfidence regionmeasurepoint symmetrypower divergencesymmetryMathematicsQA1-939ENSymmetry, Vol 13, Iss 2067, p 2067 (2021) |
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confidence region measure point symmetry power divergence symmetry Mathematics QA1-939 |
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confidence region measure point symmetry power divergence symmetry Mathematics QA1-939 Shuji Ando Hikaru Hoshi Aki Ishii Sadao Tomizawa A Generalized Two-Dimensional Index to Measure the Degree of Deviation from Double Symmetry in Square Contingency Tables |
description |
The double symmetry model satisfies both the symmetry and point symmetry models simultaneously. To measure the degree of deviation from the double symmetry model, a two-dimensional index that can concurrently measure the degree of deviation from symmetry and point symmetry is considered. This two-dimensional index is constructed by combining two existing indexes. Although the existing indexes are constructed using power divergence, the existing two-dimensional index that can concurrently measure both symmetries is constructed using only Kullback-Leibler information, which is a special case of power divergence. Previous studies note the importance of using several indexes of divergence to compare the degrees of deviation from a model for several square contingency tables. This study, therefore, proposes a two-dimensional index based on power divergence in order to measure deviation from double symmetry for square contingency tables. Numerical examples show the utility of the proposed two-dimensional index using two datasets. |
format |
article |
author |
Shuji Ando Hikaru Hoshi Aki Ishii Sadao Tomizawa |
author_facet |
Shuji Ando Hikaru Hoshi Aki Ishii Sadao Tomizawa |
author_sort |
Shuji Ando |
title |
A Generalized Two-Dimensional Index to Measure the Degree of Deviation from Double Symmetry in Square Contingency Tables |
title_short |
A Generalized Two-Dimensional Index to Measure the Degree of Deviation from Double Symmetry in Square Contingency Tables |
title_full |
A Generalized Two-Dimensional Index to Measure the Degree of Deviation from Double Symmetry in Square Contingency Tables |
title_fullStr |
A Generalized Two-Dimensional Index to Measure the Degree of Deviation from Double Symmetry in Square Contingency Tables |
title_full_unstemmed |
A Generalized Two-Dimensional Index to Measure the Degree of Deviation from Double Symmetry in Square Contingency Tables |
title_sort |
generalized two-dimensional index to measure the degree of deviation from double symmetry in square contingency tables |
publisher |
MDPI AG |
publishDate |
2021 |
url |
https://doaj.org/article/a7e87f5d419d4a0796b97418452ca607 |
work_keys_str_mv |
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