Modeling developmental data using U-shaped threshold dose-response curves

被引:4
|
作者
Hunt, D
Bowman, D
机构
[1] St Jude Childrens Res Hosp, Dept Biostat, Memphis, TN 38105 USA
[2] Univ Mississippi, Dept Math, University, MS 38677 USA
关键词
beta-binomial; dose-response curves; threshold models; U-shaped models;
D O I
10.1080/02664760500389525
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This paper develops threshold models for developmental toxicity data. The distinguishing feature of these threshold models is their flexibility in modeling data below threshold with a U-shaped function if the data warrants. The method is applied to actual data from a developmental study which exhibits U-shaped behavior in early dose groups. Results from a simulation study demonstrate the flexibility of the threshold model to pick up on U-shaped trends in the data. In addition, the simulation study reveals important considerations in design of developmental studies.
引用
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页码:35 / 47
页数:13
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