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Escalation, group and A + B designs for dose-finding trials.
1Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-7420, USA. aivanova@bios.unc.edu
Statistics in Medicine
|December 29, 2005
Summary
This paper provides rules for constructing dose-finding trial designs, including escalation, A+B, and group methods. Simulations compare these designs, focusing on those for ordinal toxicity outcomes.
Area of Science:
- Biostatistics
- Clinical Trial Design
Background:
- Dose-finding trials are crucial for determining optimal drug dosages.
- Existing designs may not adequately address ordinal toxicity outcomes.
Purpose of the Study:
- To provide construction rules for escalation, A+B, and group dose-finding designs.
- To analyze and compare the operational characteristics of these designs via simulation.
- To consider dose-finding designs specifically for trials with ordinal toxicity outcomes.
Main Methods:
- Development of rules for constructing escalation, A+B, and group designs.
- Simulation studies to evaluate design performance.
- Focus on designs applicable to ordinal toxicity data.
Main Results:
- Established rules for constructing various dose-finding designs.
- Comparative analysis of design characteristics through simulations.
- Consideration of designs suitable for ordinal toxicity data.
Conclusions:
- The paper offers a methodological framework for dose-finding trial design construction.
- Simulation results provide insights into the comparative performance of different designs.
- The work addresses the need for specialized designs in trials with ordinal toxicity outcomes.