アクセス数 : ?
ダウンロード数 : ?
ID 116467
タイトル別表記
Causal relations of health indices inferred statistically using the DirectLiNGAM
著者
Kotoku, Jun’ichi Teikyo University|Osaka University
Oyama, Asuka Teikyo University
Kitazumi, Kanako Teikyo University
Toki, Hiroshi Osaka University
芳賀, 昭弘 Osaka University|Tokushima University 徳島大学 教育研究者総覧
Yamamoto, Ryohei Osaka University
Shinzawa, Maki Osaka University
Yamakawa, Miyae Osaka University
Fukui, Sakiko Osaka University
Yamamoto, Keiichi Osaka University|Wakayama Medical University
Moriyama, Toshiki Osaka University
資料タイプ
学術雑誌論文
抄録
Causal relations among many statistical variables have been assessed using a Linear non-Gaussian Acyclic Model (LiNGAM). Using access to large amounts of health checkup data from Osaka prefecture obtained during the six fiscal years of years 2012–2017, we applied the DirectLiNGAM algorithm as a trial to extract causal relations among health indices for age groups and genders. Results show that LiNGAM yields interesting and reasonable results, suggesting causal relations and correlation among the statistical indices used for these analyses.
掲載誌名
PLOS ONE
ISSN
19326203
出版者
PLOS
15
12
開始ページ
e0243229
発行日
2020-12-23
権利情報
This is an open access article distributed under the terms of the Creative Commons Attribution License(http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
EDB ID
出版社版DOI
出版社版URL
フルテキストファイル
言語
eng
著者版フラグ
出版社版
部局
医学系