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Please use this identifier to cite or link to this item: http://hdl.handle.net/10285/135

NII Resource type: Departmental Bulletin Paper
Title: 疫学研究における因果モデル作成上の新しい手法の開発とその応用について
Other Titles: A New Method for Causal Modelling in Epidemiological Studies and its Application.
Authors: 高木, 廣文
Shimei: 聖路加看護大学紀要
Issue: 8
Start page: 11
End page: 20
Issue Date: 1-Jun-1982
ISSN: 02892863
Abstract-Alternative: A new algorithm for causal modeling was devised and introduced to the epidemiological field by Takagi (1980). In this paper, the method, named "causal chain model", was described in detail, and applied to the study on the risk factors of esophageal cancer mortality, using international cancer mortality data and food supply data. Furthermore, multiple regression analysis was also applied to this study to compare with the results obtained by the causal chain model. Some similarities and differences were found and pointed out among the results by the causal chain medel and those by multiple regression analysis. Through the discussion on the results, it was suggested that the utility of the causal chain model might be undoubted, and that the concurrent use of multiple regression analysis could be helpful to interpret the results of an epidemiological study.
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Takagi, H.:An algorithm for causal modeling in epidemiological studies, Behaviormetrika, 8:41-55,1980.
柳井晴夫, 高根芳雄:多変量解析法, 朝倉書店, 東京, P57, 1977
Segi, M.:Age-adjusted death rates for cancer for selected sites(A-classification) in 51 countries in 1974, 1979
Food Agriculture Organization of the United Nations:Food supply-calories per caput per day, Monthly Bulletin of Agricultural Economics and Statistics, 25(4), 1976
Nie, N.H., Hull, C.H., et al:Statistical Package for the Social Science, 2nd edit., McGraw-Hill, New York, 1975
Gnanadesikan:Methods for Statistical Data Analysis of Multivariate Observations, John Wiley & Sons, 1977, 丘本正, 磯貝恭史訳, 統計的多変量データ解析, 日科技連, 東京, p20, 1979
Howell, M.A.:Factor analysis of international cancer mortality data and per capita food consumption, Br.J. Cancer, 29:328-336, 1974
Yanai, H., Inaba, Y., Takagi, H., and Yamamoto, S.: An Epidemiological Study on mortality rates of various cancer sites during 1958 to 1971 by means of factor analysis, Behaviormetrika, 5:55-74,1978.
Yanai, H., Inaba, Y., Takagi, H., and Yamamoto, S.: Multivariate analysis of cancer mortalities for selected sites in 24 countries in the word, Environmental Health Perspectives, 32:83-101, 1979.
山本俊一, 稲葉裕, 柳井晴夫, 高木廣文:がんの疫学統計の方法に関する研究, 厚生省「がんの疫学」班分担研究報告, 1980.
高木廣文, 稲葉裕, 柳井晴夫:がん死亡率と食物消費量の相関分析-因果連鎖モデルによる解析-, 第9回日本行動計量学会総会発表論文抄録集, 152-155, 1981
URI: http://hdl.handle.net/10285/135
Appears in Collections:08号

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