Rerandomization and regression adjustment
Randomization is a basis for the statistical inference of treatment effects without strong
assumptions on the outcome-generating process. Appropriately using covariates further …
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
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) …
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
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 …
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
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 …
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
Two commonly used methods for improving precision and power in clinical trials are
stratified randomization and covariate adjustment. However, many trials do not fully …
stratified randomization and covariate adjustment. However, many trials do not fully …
Heterogeneity in design and analysis of ICU delirium randomized trials: a systematic review
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 …
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 …
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 …
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 …
Background Postoperative pain following laparotomy for gynaecological diseases is a
common problem that requires effective management to ensure patient satisfaction and …
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 …
inserted into acupoints, ashi points or spasm points of sinew and muscles along the …