FBCRM:Phase I Optimal Dose Assignment using the FBCRM and MFBCRM
Methods
Performs dose assignment and trial simulation for the FBCRM (Fully Bayesian Continual Reassessment Method) and MFBCRM
(Mixture Fully Bayesian Continual Reassessment Method) phase I
clinical trial designs. These trial designs extend the
Continual Reassessment Method (CRM) and Bayesian Model
Averaging Continual Reassessment Method (BMA-CRM) by allowing
the prior toxicity skeleton itself to be random, with posterior
distributions obtained from Markov Chain Monte Carlo. On
average, the FBCRM and MFBCRM methods outperformed the CRM and
BMA-CRM methods in terms of selecting an optimal dose level
across thousands of randomly generated simulation scenarios.
Details on the methods and results of this simulation study are
available on request, and the manuscript is currently under
review.