Identification of the minimum effective dose based on weighted Kaplan-Meier statistics

Yu Mei Chang, Yuh Ing Chen

研究成果: 雜誌貢獻期刊論文同行評審

1 引文 斯高帕斯(Scopus)

摘要

Testing procedures are considered for identifying the minimum effective dose (MED) in a dose-response study with randomly right-censored survival data, where the MED is defined to be the smallest dose level under study that has survival advantage over the zero dose control. The proposed testing procedures are implemented in a step-down manner together with three different types of weighted Kaplan-Meier statistics. 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 proposed procedures is finally illustrated for identifying the MED of the diethylstilbestrol in the treatment of prostate cancer.

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頁(從 - 到)619-634
頁數16
期刊Journal of Statistical Computation and Simulation
81
發行號5
DOIs
出版狀態已出版 - 5月 2011

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