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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2016
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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 |
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author | Zhao, Wenle Ramakrishnan, Viswanathan |
author_facet | Zhao, Wenle Ramakrishnan, Viswanathan |
author_sort | Zhao, Wenle |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-4747061 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-47470612017-04-15 Generalization of Wei's urn design to unequal allocations in sequential clinical trials Zhao, Wenle Ramakrishnan, Viswanathan Contemp Clin Trials Commun Article 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. Elsevier 2016-01-14 /pmc/articles/PMC4747061/ /pubmed/26878069 http://dx.doi.org/10.1016/j.conctc.2015.12.007 Text en © 2016 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhao, Wenle Ramakrishnan, Viswanathan Generalization of Wei's urn design to unequal allocations in sequential clinical trials |
title | Generalization of Wei's urn design to unequal allocations in sequential clinical trials |
title_full | Generalization of Wei's urn design to unequal allocations in sequential clinical trials |
title_fullStr | Generalization of Wei's urn design to unequal allocations in sequential clinical trials |
title_full_unstemmed | Generalization of Wei's urn design to unequal allocations in sequential clinical trials |
title_short | Generalization of Wei's urn design to unequal allocations in sequential clinical trials |
title_sort | generalization of wei's urn design to unequal allocations in sequential clinical trials |
topic | Article |
url | 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 |
work_keys_str_mv | AT zhaowenle generalizationofweisurndesigntounequalallocationsinsequentialclinicaltrials AT ramakrishnanviswanathan generalizationofweisurndesigntounequalallocationsinsequentialclinicaltrials |