TY - JOUR
T1 - RARtool
T2 - A MATLAB software package for designing response-adaptive randomized clinical trials with time-to-event outcomes
AU - Ryeznik, Yevgen
AU - Sverdlov, Oleksandr
AU - Wong, Weng Kee
N1 - Publisher Copyright:
© 2015, American Statistical Association. All rights reserved.
PY - 2015/8/1
Y1 - 2015/8/1
N2 - Response-adaptive randomization designs are becoming increasingly popular in clinical trial practice. In this paper, we present RARtool, a user interface software developed in MATLAB for designing response-adaptive randomized comparative clinical trials with censored time-to-event outcomes. The RARtool software can compute different types of optimal treatment allocation designs, and it can simulate response-adaptive randomization procedures targeting selected optimal allocations. Through simulations, an investigator can assess design characteristics under a variety of experimental scenarios and select the best procedure for practical implementation. We illustrate the utility of our RARtool software by redesigning a survival trial from the literature.
AB - Response-adaptive randomization designs are becoming increasingly popular in clinical trial practice. In this paper, we present RARtool, a user interface software developed in MATLAB for designing response-adaptive randomized comparative clinical trials with censored time-to-event outcomes. The RARtool software can compute different types of optimal treatment allocation designs, and it can simulate response-adaptive randomization procedures targeting selected optimal allocations. Through simulations, an investigator can assess design characteristics under a variety of experimental scenarios and select the best procedure for practical implementation. We illustrate the utility of our RARtool software by redesigning a survival trial from the literature.
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U2 - 10.18637/jss.v066.i01
DO - 10.18637/jss.v066.i01
M3 - Article
AN - SCOPUS:84940567883
SN - 1548-7660
VL - 66
SP - 1
EP - 22
JO - Journal of Statistical Software
JF - Journal of Statistical Software
IS - 1
ER -