Modeling developmental data using U-shaped threshold dose-response curves |
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Authors: | Daniel Hunt Dale Bowman |
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Institution: |
a Department of Biostatistics, St Jude Children's Research Hospital, Memphis, USA
b Department of Mathematics, The University of Mississippi, MS, USA |
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Abstract: | 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. |
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Keywords: | Beta-binomial dose-response curves threshold models U-shaped models |
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