Stepwise Procedure for Toxicological Assessment Based on Ratio of Mean Differences for a Normally Distributed Data

Adjabui, Michael J. and Dioggban, Jakperik and Howard, Nathaniel K. (2021) Stepwise Procedure for Toxicological Assessment Based on Ratio of Mean Differences for a Normally Distributed Data. Asian Research Journal of Mathematics, 17 (11). pp. 59-68. ISSN 2456-477X

[thumbnail of Adjabui17112021ARJOM77538.pdf] Text
Adjabui17112021ARJOM77538.pdf - Published Version

Download (152kB)

Abstract

We propose a new stepwise confidence set procedure for toxicity study based on ratio of mean difference. Statistical approaches for evaluating toxicity studies that properly control familywise error rate (FWER) for difference of means between treatments and a control already exist. However, in some therapeutic areas, ratio of mean differences is desirable. Therefore, we construct stepwise confidence procedure based on Fieller's confidence intervals for multiple ratio of mean difference without multiplicity adjustment for toxicological evaluation. Simulation study revealed that the FWER is well controlled at prespecified nominal level α. Also, the power of our approach increases with increasing sample size and ratio of mean differences.

Item Type: Article
Subjects: Asian STM > Mathematical Science
Depositing User: Managing Editor
Date Deposited: 15 Feb 2023 08:03
Last Modified: 07 Jun 2024 09:45
URI: http://journal.send2sub.com/id/eprint/675

Actions (login required)

View Item
View Item