Identification of the minimum effective dose for right-censored survival data |
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Authors: | Yuh-Ing Chen Yu-Mei Chang |
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Affiliation: | Institute of Statistics, National Central University, Jhongli 32054, Taiwan, ROC |
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Abstract: | In this paper, we consider identifying the minimum effective dose (MED) in a dose-response study when survival data are subject to random right-censorship, where the MED is defined to be the smallest dose level under study that has survival advantage over the zero-dose control. To this end, we suggest single-step-down testing procedures based on three different types of weighted logrank statistics, respectively. The comparative results of a Monte Carlo error rate and power/bias study for a variety of survival and censoring distributions are then presented and discussed. The application of the testing procedures for identifying the MED is finally illustrated by using a numerical example of prostate cancer data. |
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Keywords: | Closed test Dose-response study Minimum effective dose Monte Carlo study Right-censored data |
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