On dependence assumption in p-value based multiple test procedures

J Gou - Journal of Biopharmaceutical Statistics, 2023 - Taylor & Francis
There are various multiple comparison procedures used in confirmatory clinical studies and
exploratory research for multiplicity adjustment. Among them are the Hochberg and …

Group sequential Holm and Hochberg procedures

AC Tamhane, D Xi, J Gou - Statistics in Medicine, 2021 - Wiley Online Library
The problem of testing multiple hypotheses using a group sequential procedure often arises
in clinical trials. We review several group sequential Holm (GSHM) type procedures …

A Test of the Dependence Assumptions for the Simes-Test-based Multiple Test Procedures

J Gou - Statistics in Biopharmaceutical Research, 2024 - Taylor & Francis
The Hochberg procedure is known to be more powerful than the Bonferroni method but the
test statistics need to satisfy certain dependence conditions. Due to the lack of validation of …

Sample size optimization and initial allocation of the significance levels in group sequential trials with multiple endpoints

J Gou - Biometrical Journal, 2022 - Wiley Online Library
We consider multistage tests of multiple hypotheses under a flexible setting of calendar time
and information fraction, focusing on the case where there are two hypotheses under testing …

Quick Multiple Test Procedures and p-Value Adjustments

J Gou - Statistics in Biopharmaceutical Research, 2022 - Taylor & Francis
We develop a family of logarithmic time stepwise multiple test procedures, called the Quick
procedures. Comparing with existing linear time and quadratic time procedures, the Quick …

Reverse graphical approaches for multiple test procedures

J Gou - Journal of Biopharmaceutical Statistics, 2024 - Taylor & Francis
The graphical approach has been proposed as a general framework for clinical trial designs
involving multiple hypotheses, where decisions are made only based on the observed …

Some multiplicity adjustment procedures for clinical trials with sequential design and multiple endpoints

X Luo, H Quan - Statistics in Biopharmaceutical Research, 2024 - Taylor & Francis
This article proposes some new multiplicity adjustment procedures for clinical trials with
multiple endpoints and multiple interim analyses. The proposed sequential procedures …

Refined critical boundary with enhanced statistical power for non-directional two-sided tests in group sequential designs with multiple endpoints

F Zhang, J Gou - Statistical Papers, 2021 - Springer
Group sequential designs with multiple endpoints are widely used in clinical trials and
medical research. In the literature of group sequential designs with a single primary …

Trigger strategy in repeated tests on multiple hypotheses

J Gou - Statistics in Biopharmaceutical Research, 2023 - Taylor & Francis
The proposed trigger strategy is a general framework for a multistage statistical design with
multiple hypotheses, allowing an adaptive selection of interim analyses. The selection of …

Adaptive Designs

J Ye, L Nie - Innovative Designs and Analyses for Small Population …, 2024 - Springer
The use of adaptive designs can be particularly useful or at times necessary when a clinical
trial in rare disorders can only enroll a small number of patients. The global regulatory …