Guogen Shan, Yahui Zhang, Guoqiao Wang, Samuel S Wu, Aidong A Ding
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引用次数: 0
Abstract
Saved time is used in Alzheimer's disease (AD) trials as an easy interpretation of the treatment benefit to communicate with patients, family members, and caregivers. The projection approach is frequently applied to estimate saved time and its confidence interval (CI) by using the placebo or treatment disease progression curves. The estimated standard error of saved time by using these existing methods does not account for the correlation between outcomes. In addition, there was no closed-form CI for researchers to use in practice. To fill this critical gap, we derive the closed-form CI for saved time estimated from the placebo or treatment disease progression curves. We compare them with regard to coverage probability and interval width under various disease progression patterns that are commonly observed in AD symptomatic therapy and disease-modifying therapy trials. Data from the phase 3 donanemab trials are used to illustrate the application of the new CI methods.
期刊介绍:
Statistical Methods in Medical Research is a peer reviewed scholarly journal and is the leading vehicle for articles in all the main areas of medical statistics and an essential reference for all medical statisticians. This unique journal is devoted solely to statistics and medicine and aims to keep professionals abreast of the many powerful statistical techniques now available to the medical profession. This journal is a member of the Committee on Publication Ethics (COPE)