Rerandomization and regression adjustment

X Li, P Ding - Journal of the Royal Statistical Society Series B …, 2020 - academic.oup.com
Randomization is a basis for the statistical inference of treatment effects without strong
assumptions on the outcome-generating process. Appropriately using covariates further …

Improving precision and power in randomized trials for COVID-19 treatments using covariate adjustment, for binary, ordinal, and time-to-event outcomes

D Benkeser, I Díaz, A Luedtke, J Segal… - …, 2021 - academic.oup.com
Time is of the essence in evaluating potential drugs and biologics for the treatment and
prevention of COVID-19. There are currently 876 randomized clinical trials (phase 2 and 3) …

Covariate-adjusted Fisher randomization tests for the average treatment effect

A Zhao, P Ding - Journal of Econometrics, 2021 - Elsevier
Fisher's randomization test (frt) delivers exact p-values under the strong null hypothesis of
no treatment effect on any units whatsoever and allows for flexible covariate adjustment to …

Analysis of covariance in randomized trials: More precision and valid confidence intervals, without model assumptions

B Wang, EL Ogburn, M Rosenblum - Biometrics, 2019 - academic.oup.com
Abstract “Covariate adjustment” in the randomized trial context refers to an estimator of the
average treatment effect that adjusts for chance imbalances between study arms in baseline …

Model-robust inference for clinical trials that improve precision by stratified randomization and covariate adjustment

B Wang, R Susukida, R Mojtabai… - Journal of the …, 2023 - Taylor & Francis
Two commonly used methods for improving precision and power in clinical trials are
stratified randomization and covariate adjustment. However, many trials do not fully …

Heterogeneity in design and analysis of ICU delirium randomized trials: a systematic review

E Colantuoni, M Koneru, N Akhlaghi, X Li, MD Hashem… - Trials, 2021 - Springer
Background There is a growing number of randomized controlled trials (RCTs) evaluating
interventions to prevent or treat delirium in the intensive care unit (ICU). Efforts to improve …

Target estimands for population-adjusted indirect comparisons

A Remiro-Azócar - arXiv preprint arXiv:2112.08023, 2021 - arxiv.org
Disagreement remains on what the target estimand should be for population-adjusted
indirect treatment comparisons. This debate is of central importance for policy-makers and …

Conditional and Unconditional treatment effects in randomized clinical trials: Estimands, Estimation, and Interpretation

J Wei, J Xu, B Bornkamp, R Lin, H Tian… - Statistics in …, 2024 - Taylor & Francis
Abstract ICH E9 (R1) specifies the importance of precisely defining the treatment effect for
clinical trials—to inform patient choices and facilitate evidence-based decision-making …

A combination of electroacupuncture and auricular acupuncture for postoperative pain after abdominal surgery for gynaecological diseases: a randomized controlled …

WL Lam, J Wang, WF Yeung, CW Cheung, KKL Chan… - Phytomedicine, 2022 - Elsevier
Background Postoperative pain following laparotomy for gynaecological diseases is a
common problem that requires effective management to ensure patient satisfaction and …

Sinew acupuncture for knee osteoarthritis: study protocol for a randomized sham-controlled trial

KY Au, H Chen, WC Lam, CO Chong, A Lau… - … and alternative medicine, 2018 - Springer
Background Sinew acupuncture is a new modality of acupuncture in which needles are
inserted into acupoints, ashi points or spasm points of sinew and muscles along the …