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Sample Size Determination for Individual Bioequivalence Inference
Statistical criterion for evaluation of individual bioequivalence (IBE) between generic and innovative products often involves a function of the second moments of normal distributions. Under replicated crossover designs, the aggregate criterion for IBE proposed by the guidance of the U.S. Food and D...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4195669/ https://www.ncbi.nlm.nih.gov/pubmed/25310592 http://dx.doi.org/10.1371/journal.pone.0109746 |
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author | Chiang, Chieh Hsiao, Chin-Fu Liu, Jen-Pei |
author_facet | Chiang, Chieh Hsiao, Chin-Fu Liu, Jen-Pei |
author_sort | Chiang, Chieh |
collection | PubMed |
description | Statistical criterion for evaluation of individual bioequivalence (IBE) between generic and innovative products often involves a function of the second moments of normal distributions. Under replicated crossover designs, the aggregate criterion for IBE proposed by the guidance of the U.S. Food and Drug Administration (FDA) contains the squared mean difference, variance of subject-by-formulation interaction, and the difference in within-subject variances between the generic and innovative products. The upper confidence bound for the linearized form of the criterion derived by the modified large sample (MLS) method is proposed in the 2001 U.S. FDA guidance as a testing procedure for evaluation of IBE. Due to the complexity of the power function for the criterion based on the second moments, literature on sample size determination for the inference of IBE is scarce. Under the two-sequence and four-period crossover design, we derive the asymptotic distribution of the upper confidence bound of the linearized criterion. Hence the asymptotic power can be derived for sample size determination for evaluation of IBE. Results of numerical studies are reported. Discussion of sample size determination for evaluation of IBE based on the aggregate criterion of the second moments in practical applications is provided. |
format | Online Article Text |
id | pubmed-4195669 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-41956692014-10-15 Sample Size Determination for Individual Bioequivalence Inference Chiang, Chieh Hsiao, Chin-Fu Liu, Jen-Pei PLoS One Research Article Statistical criterion for evaluation of individual bioequivalence (IBE) between generic and innovative products often involves a function of the second moments of normal distributions. Under replicated crossover designs, the aggregate criterion for IBE proposed by the guidance of the U.S. Food and Drug Administration (FDA) contains the squared mean difference, variance of subject-by-formulation interaction, and the difference in within-subject variances between the generic and innovative products. The upper confidence bound for the linearized form of the criterion derived by the modified large sample (MLS) method is proposed in the 2001 U.S. FDA guidance as a testing procedure for evaluation of IBE. Due to the complexity of the power function for the criterion based on the second moments, literature on sample size determination for the inference of IBE is scarce. Under the two-sequence and four-period crossover design, we derive the asymptotic distribution of the upper confidence bound of the linearized criterion. Hence the asymptotic power can be derived for sample size determination for evaluation of IBE. Results of numerical studies are reported. Discussion of sample size determination for evaluation of IBE based on the aggregate criterion of the second moments in practical applications is provided. Public Library of Science 2014-10-13 /pmc/articles/PMC4195669/ /pubmed/25310592 http://dx.doi.org/10.1371/journal.pone.0109746 Text en © 2014 Chiang et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Chiang, Chieh Hsiao, Chin-Fu Liu, Jen-Pei Sample Size Determination for Individual Bioequivalence Inference |
title | Sample Size Determination for Individual Bioequivalence Inference |
title_full | Sample Size Determination for Individual Bioequivalence Inference |
title_fullStr | Sample Size Determination for Individual Bioequivalence Inference |
title_full_unstemmed | Sample Size Determination for Individual Bioequivalence Inference |
title_short | Sample Size Determination for Individual Bioequivalence Inference |
title_sort | sample size determination for individual bioequivalence inference |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4195669/ https://www.ncbi.nlm.nih.gov/pubmed/25310592 http://dx.doi.org/10.1371/journal.pone.0109746 |
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