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DAE

Seminar

Randomization, Regularization and Covariate Balance in Response-Adaptive Designs for Clinical Trials

Atkinson, A (London School of Economics)
Tuesday 30 August 2011, 11:00-11:30

Seminar Room 1, Newton Institute

Abstract

Results on the sequential construction of optimum experimental designs yield a very general procedure for generating response-adaptive designs for the sequential allocation of treatments to patients in clinical trials. The designs provide balance across prognostic factors with a controllable amount of randomization and speci able skewing towards better treatments. Results on the loss, bias and power of such rules will be discussed and the importance of regularization will be stressed in the avoidance of extreme allocations. The designs will be considered in the wider context of decisions about treatment allocation to patients within the study and to the population of future patients.

Presentation

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Video

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