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  • 标题:A Change-Point Regression Approach for Efficacy Evaluation of Dietary Supplements
  • 本地全文:下载
  • 作者:Kohsuke Hayamizu ; Natsumi Yamashita ; Satoshi Hattori
  • 期刊名称:Journal of Clinical Biochemistry and Nutrition
  • 印刷版ISSN:0912-0009
  • 电子版ISSN:1880-5086
  • 出版年度:2009
  • 卷号:44
  • 期号:3
  • 页码:285-290
  • DOI:10.3164/jcbn.08-245
  • 出版社:The Society for Free Radical Research Japan
  • 摘要:In clinical trials for dietary supplements and functional foods, the study population tends to be a mixture of healthy subjects and those who are not so healthy but are not definitely diseased (called “borderline subjects”). For such heterogeneous populations, the t -test and ANCOVA method often fail to provide the desired treatment efficacy. We propose an alternative approach for the efficacy evaluation of dietary supplements and functional foods based on a change-point linear regression model. The model does not require the assumption of a constant treatment effect and provides clinically interpretable results. By employing the AIC-based profile likelihood method, inferences can be made easily using standard statistical software. The proposed method was applied to the Garcinia study data, and the merit of the method was demonstrated by comparing it with traditional methods.
  • 关键词:change-point;clinical trial;dietary supplements;AIC
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