Postacute sequelae of SARS-CoV-2 infection in the pre-delta, delta, and omicron eras

Y **e, T Choi, Z Al-Aly - New England Journal of Medicine, 2024 - Mass Medical Soc
Background Postacute sequelae of severe acute respiratory syndrome coronavirus 2 (SARS-
CoV-2) infection (PASC) can affect many organ systems. However, temporal changes during …

High-dimensional characterization of post-acute sequelae of COVID-19

Z Al-Aly, Y **e, B Bowe - Nature, 2021 - nature.com
The acute clinical manifestations of COVID-19 have been well characterized,, but the post-
acute sequelae of this disease have not been comprehensively described. Here we use the …

Core concepts in pharmacoepidemiology: Violations of the positivity assumption in the causal analysis of observational data: Consequences and statistical …

Y Zhu, RA Hubbard, J Chubak, J Roy… - … and drug safety, 2021 - Wiley Online Library
In the causal analysis of observational data, the positivity assumption requires that all
treatments of interest be observed in every patient subgroup. Violations of this assumption …

Comparative effectiveness of SGLT2 inhibitors, GLP-1 receptor agonists, DPP-4 inhibitors, and sulfonylureas on risk of major adverse cardiovascular events …

Y **e, B Bowe, H **an, T Loux, JB McGill… - The Lancet Diabetes & …, 2023 - thelancet.com
Background Randomised clinical trials showed that compared with placebo, SGLT2
inhibitors and GLP-1 receptor agonists reduced risk of adverse cardiovascular events. The …

Contamination bias in linear regressions

P Goldsmith-Pinkham, P Hull, M Kolesár - American Economic Review, 2024 - aeaweb.org
We study regressions with multiple treatments and a set of controls that is flexible enough to
purge omitted variable bias. We show these regressions generally fail to estimate convex …

Methods for population adjustment with limited access to individual patient data: a review and simulation study

A Remiro‐Azócar, A Heath… - Research synthesis …, 2021 - Wiley Online Library
Population‐adjusted indirect comparisons estimate treatment effects when access to
individual patient data is limited and there are cross‐trial differences in effect modifiers …

Eliminating ambiguous treatment effects using estimands

BC Kahan, S Cro, F Li, MO Harhay - American Journal of …, 2023 - academic.oup.com
Most reported treatment effects in medical research studies are ambiguously defined, which
can lead to misinterpretation of study results. This is because most authors do not attempt to …

Propensity score weighting under limited overlap and model misspecification

Y Zhou, RA Matsouaka… - Statistical methods in …, 2020 - journals.sagepub.com
Propensity score weighting methods are often used in non-randomized studies to adjust for
confounding and assess treatment effects. The most popular among them, the inverse …

Survival outcomes of management in metastatic gastric adenocarcinoma patients

HM Hu, HJ Tsai, HY Ku, SS Lo, YS Shan, HC Chang… - Scientific reports, 2021 - nature.com
Chemotherapy is generally considered as the main treatment for metastatic gastric
adenocarcinoma. The role of gastrectomy for metastatic gastric cancer without obvious …

Bootstrap vs asymptotic variance estimation when using propensity score weighting with continuous and binary outcomes

PC Austin - Statistics in medicine, 2022 - Wiley Online Library
We used Monte Carlo simulations to compare the performance of asymptotic variance
estimators to that of the bootstrap when estimating standard errors of differences in means …