Technical Report No. 2000-2: A New Approach to Dose Finding for Phase I Clinical Trials (AU-CAS-MathStats)
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In a phase I clinical trial, we are interested in finding a dose L that will produce toxicity at
an acceptable probability level r in the target population. In this paper, we investigate different
estimators of the target dose L to be used with the up-and-down Biased Coin Design (BCD)
introduced by Durham and Flournoy (1994). These estimators of L are derived using isotonic
regression, maximum likelihood, weighted least squares and the simple empirical mean. Given a
vector of probability of toxicity at the different doses,we show how to derive the exact distribution of
these (and many other) estimators in the BCD setting. However, due to computational limitations,
for modest samples (n > 15) the exact method becomes infeasible and bootstrap methods are used.
A modified isotonic regression estimate is shown to perform very well, in terms of mean square
error (MSE) and average time to converge, in all the scenarios we have studied.