Methods for the analysis of multiple endpoints in small populations: a review

R Ristl, S Urach, G Rosenkranz… - Journal of …, 2019 - Taylor & Francis
While current guidelines generally recommend single endpoints for primary analyses of
confirmatory clinical trials, it is recognized that certain settings require inference on multiple …

Simultaneous inference procedures for the comparison of multiple characteristics of two survival functions

R Ristl, H Götte, A Schüler, M Posch… - Statistical Methods in …, 2024 - journals.sagepub.com
Survival time is the primary endpoint of many randomized controlled trials, and a treatment
effect is typically quantified by the hazard ratio under the assumption of proportional …

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 …

Simultaneous inference for multiple marginal generalized estimating equation models

R Ristl, L Hothorn, C Ritz… - Statistical Methods in …, 2020 - journals.sagepub.com
Motivated by small-sample studies in ophthalmology and dermatology, we study the
problem of simultaneous inference for multiple endpoints in the presence of repeated …

A unified framework for weighted parametric group sequential design

KM Anderson, Z Guo, J Zhao, LZ Sun - Biometrical Journal, 2022 - Wiley Online Library
Group sequential design (GSD) is widely used in clinical trials in which correlated tests of
multiple hypotheses are used. Multiple primary objectives resulting in tests with known …

Optimal weighted Bonferroni tests and their graphical extensions

D Xi, Y Chen - Statistics in Medicine, 2024 - Wiley Online Library
Regulatory guidelines mandate the strong control of the familywise error rate in confirmatory
clinical trials with primary and secondary objectives. Bonferroni tests are one of the popular …

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 …

Adjusted Inference for Multiple Testing Procedure in Group‐Sequential Designs

Y Zhao, Q Liu, LZ Sun, KM Anderson - Biometrical Journal, 2025 - Wiley Online Library
Adjustment of statistical significance levels for repeated analysis in group‐sequential trials
has been understood for some time. Adjustment accounting for testing multiple hypotheses …

Graph Based, Adaptive, Multi Arm, Multiple Endpoint, Two Stage Design

C Mehta, A Mukhopadhyay, M Posch - arXiv preprint arXiv:2501.03197, 2025 - arxiv.org
The graph based approach to multiple testing is an intuitive method that enables a study
team to represent clearly, through a directed graph, its priorities for hierarchical testing of …

Graphical approaches for the control of generalized error rates

DS Robertson, JMS Wason, F Bretz - Statistics in medicine, 2020 - Wiley Online Library
When simultaneously testing multiple hypotheses, the usual approach in the context of
confirmatory clinical trials is to control the familywise error rate (FWER), which bounds the …