Sankhya: The Indian Journal of Statistics
2000, Volume 62, Series B, Pt. 1, 119--133
ROBUST PROCEDURES FOR BIOASSAYS AND BIOEQUIVALENCE STUDIES
HO KIM, Seoul National University, Korea
PRANAB K. SEN, University of North Carolina, Chapel Hill
SUMMARY. In bioassays, inference on relative potency and bioequivalence (of a new preparation relative to a standard one) constitute the main theme of studies. A conditional quantile process based on the k-nearest neighborhood method is proposed for stochastic dose designs. Minimum chi-square type estimators are considered and incorporated in the test for the fundamental assumption of the assay. Bias correction by jackknife methods is discussed. As an illustration, ARIC ultrasound data are analyzed.
AMS (1991) subject classification. 62G99, 62P10.
Key words and phrases. Bias correction; dose-response regression; conditional quantile process; relative potency; nearest neighbor estimator; nonparametrics; robustness.
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