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Generalization of Wei's urn design to unequal allocations in sequential clinical trials

Wei's urn design was proposed in 1987 for subject randomization in trials comparing m ≥ 2 treatments with equal allocation. In this manuscript, two modified versions of Wei's urn design are presented to accommodate unequal allocations. First one uses a provisional allocation of [Formula: s...

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Detalles Bibliográficos
Autores principales: Zhao, Wenle, Ramakrishnan, Viswanathan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4747061/
https://www.ncbi.nlm.nih.gov/pubmed/26878069
http://dx.doi.org/10.1016/j.conctc.2015.12.007
Descripción
Sumario:Wei's urn design was proposed in 1987 for subject randomization in trials comparing m ≥ 2 treatments with equal allocation. In this manuscript, two modified versions of Wei's urn design are presented to accommodate unequal allocations. First one uses a provisional allocation of [Formula: see text] to achieve the target allocationr(1):r(2), and the second one uses equal allocation for r(1) + r(2) arms to achieve an unequal allocationr(1):r(2) based on the concept Kaiser presented in his recent paper. The properties of these two designs are evaluated based on treatment imbalance and allocation predictability under different sample sizes and unequal allocation ratios. Simulations are performed to compare the two designs to other designs used for unequal allocations, include the complete randomization, permuted block randomization, block urn design, maximal procedure, and the mass weighted urn design.