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Many variations have been published and discussed in the statistical literature, but there has not been as much practical advice for choosing design parameters and implementing the CRM. As a result, the CRM has not been as widely utilized as it could be for dose-finding studies. The goal of this paper is to provide a tutorial for those unfamiliar with the CRM who are either statisticians considering using the CRM for the first time, or investigators with some statistical background. This paper presents the original CRM, and then some of its modified versions. It also explains the specifications that define a CRM design, along with simulated examples of CRMs and standard designs, for illustration. }, % URL = {http://ctj.sagepub.com/cgi/content/abstract/3/1/57}, % eprint = {http://ctj.sagepub.com/cgi/reprint/3/1/57.pdf} } @article {GaspariniEisele00, AUTHOR = {Gasparini, M. and Eisele, J.}, TITLE = {A curve-free method for Phase {I} clinical trials}, JOURNAL = {Biometrics}, FJOURNAL = {Biometrics. Journal of the International Biometric Society}, VOLUME = {56}, YEAR = {2000}, PAGES = {609--615}, } @phdthesis{Gezmu96, title = {The Geometric Up-and-Down Design for Allocating Dosage Levels}, author = {Gezmu, M.}, school = {American University}, address = {Washington, DC, USA}, year = {1996}, } @article {GezmuFlournoy06, AUTHOR = {Gezmu, M. and Flournoy, N.}, TITLE = {Group up-and-down designs for dose-finding}, JOURNAL = {J. Statist. Plann. 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Med.}, FJOURNAL = {Statistics in Medicine}, VOLUME = {14}, YEAR = {1995}, NUMBER = {}, PAGES = {885--893}, } @article {WhiteheadEtAl01, % AUTHOR = {Whitehead, J. and Zhou, Y. and Patterson, S. and Webber, D. and Francis, S.}, AUTHOR = {Whitehead, J. and others}, TITLE = {Easy-to-implement Bayesian methods for dose-escalation studies in healthy volunteers}, JOURNAL = {Biostatistics}, FJOURNAL = {Biostatistics}, VOLUME = {2}, YEAR = {2001}, NUMBER = {}, PAGES = {47--61}, } @article {Williams86, AUTHOR = {Williams, D.A.}, TITLE = {Interval estimation of the median lethal dose}, JOURNAL = {Biometrics}, FJOURNAL = {Biometrics. Journal of the Biometric Society}, VOLUME = {42}, YEAR = {1986}, NUMBER = {3}, PAGES = {641--645}, ISSN = {0006-341X}, CODEN = {BIOMB6}, MRCLASS = {62P10}, } @article {Wright78, AUTHOR = {Wright, F.T.}, TITLE = {Estimating strictly increasing regression functions}, JOURNAL = {J. Am. Statist. Assoc.}, FJOURNAL = {Journal of the American Statistical Association}, VOLUME = {73}, YEAR = {1978}, PAGES = {636--639}, } @article {XuEtAl07, AUTHOR= {Xu, Z.H. and Tighiouart, M. and Rogatko, A.}, TITLE= {E{WOC} 2.0: Interactive software for dose escalation in cancer phase {I} clinical trials}, JOURNAL = {Drug Inf. J.}, FJOURNAL = {DRUG INFORMATION JOURNAL}, VOLUME= {41}, YEAR = {2007}, ISSUE = {2}, PAGES= {221--228}, } @article{YuanChappell04, author = {Yuan, Zhilong and Chappell, Rick}, title = {Isotonic designs for phase {I} cancer clinical trials with multiple risk groups}, journal = {Clin. Trials}, fjournal = {Clinical Trials}, volume = {1}, number = {6}, pages = {499--508}, doi = {10.1191/1740774504cn058oa}, year = {2004}, abstract = {Background In phase I cancer clinical trials, adjustment for patient differences in toxicity susceptibility can be carried out with stratification into risk groups. Separate trials conducted for each risk group can lead to conflicting decisions, in which higher doses are recommended for higher risk groups. Designs which covariate adjust often require assumptions that clinicians may be uncomfortable with. Methods We extend up-and-down designs, isotonic designs and the continual reassessment method (CRM) to multiple risk groups with two-way isotonic regression. The only assumption about the groups is that they can be ordered according to their toxicity risk. The first two extensions, in particular, are nonparametric and easy for clinicians to understand. Results Simulations were based on an ongoing helical tomotherapy trial. Seven different toxicity scenarios were considered. The proposed methods compared favorably to a covariate adjusted CRM. The extended up-and-down designs inherited the conservativeness from the original designs. Conclusion Our experience demonstrates that the escalation rules of multiple risk groups can be linked, without a parametric assumption about the group toxicity curve, to borrow strength and to ensure nonconflicting dosage recommendations. }, % URL = {http://ctj.sagepub.com/cgi/content/abstract/1/6/499}, % eprint = {http://ctj.sagepub.com/cgi/reprint/1/6/499.pdf} } @article {ZacksEtAl98, AUTHOR = {Zacks, S. and Rogatko, A. and Babb, J.}, TITLE = {Optimal Bayesian-feasible dose escalation for cancer {P}hase {I} trials}, JOURNAL = {Stat. Prob. Lett.}, FJOURNAL = {Statistics and Probability Letters}, VOLUME = {38}, YEAR = {1998}, PAGES = {215--220}, } @inproceedings {ZhangKececioglu98, Author = {Zhang, J. and Kececioglu, D.B.}, Title = {New approaches to determine the endurance strength distribution}, year = {1998}, Booktitle = {The 4th ISSAT International Conference on Reliability and Quality in Design}, address = {Seattle, Washington}, pages = {297--301}, } @article {ZhouWhitehead03, AUTHOR = {Zhou, Y. and Whitehead, J.}, TITLE = {Practical Implementation of Bayesian Dose-Escalation Procedures}, JOURNAL = {Drug Inf. J.}, FJOURNAL = {DRUG INFORMATION JOURNAL}, VOLUME= {37}, YEAR = {2003}, PAGES = {45--59}, } @article {ZoharChevret01, AUTHOR = {Zohar, S. and Chevret, S.}, TITLE = {The continual reassessment method: comparison of {B}ayesian stopping rules for dose-ranging studies}, JOURNAL = {Stat. Med.}, FJOURNAL = {Statistics in Medicine}, VOLUME = {20}, YEAR = {2003}, PAGES = {2827--2843}, }