Mediation analysis with a time-to-event outcome: a review of use and reporting in healthcare research

L Lapointe-Shaw, Z Bouck, NA Howell, T Lange… - BMC medical research …, 2018 - Springer
Background Mediation analysis tests whether the relationship between two variables is
explained by a third intermediate variable. We sought to describe the usage and reporting of …

Causality and the Cox regression model

T Martinussen - Annual Review of Statistics and Its Application, 2022 - annualreviews.org
This article surveys results concerning the interpretation of the Cox hazard ratio in
connection to causality in a randomized study with a time-to-event response. The Cox model …

Making apples from oranges: comparing noncollapsible effect estimators and their standard errors after adjustment for different covariate sets

R Daniel, J Zhang, D Farewell - Biometrical Journal, 2021 - Wiley Online Library
We revisit the well‐known but often misunderstood issue of (non) collapsibility of effect
measures in regression models for binary and time‐to‐event outcomes. We describe an …

Does Cox analysis of a randomized survival study yield a causal treatment effect?

OO Aalen, RJ Cook, K Røysland - Lifetime data analysis, 2015 - Springer
Statistical methods for survival analysis play a central role in the assessment of treatment
effects in randomized clinical trials in cardiovascular disease, cancer, and many other fields …

A comparison of different methods to adjust survival curves for confounders

R Denz, R Klaaßen‐Mielke… - Statistics in Medicine, 2023 - Wiley Online Library
Treatment specific survival curves are an important tool to illustrate the treatment effect in
studies with time‐to‐event outcomes. In non‐randomized studies, unadjusted estimates can …

Subtleties in the interpretation of hazard contrasts

T Martinussen, S Vansteelandt, PK Andersen - Lifetime Data Analysis, 2020 - Springer
The hazard ratio is one of the most commonly reported measures of treatment effect in
randomised trials, yet the source of much misinterpretation. This point was made clear by …

[图书][B] Multistate models for the analysis of life history data

RJ Cook, JF Lawless - 2018 - taylorfrancis.com
Multistate Models for the Analysis of Life History Data provides the first comprehensive
treatment of multistate modeling and analysis, including parametric, nonparametric and …

The change in estimate method for selecting confounders: A simulation study

D Talbot, A Diop… - Statistical methods in …, 2021 - journals.sagepub.com
Background The change in estimate is a popular approach for selecting confounders in
epidemiology. It is recommended in epidemiologic textbooks and articles over significance …

Transportability of model‐based estimands in evidence synthesis

A Remiro‐Azócar - Statistics in Medicine, 2024 - Wiley Online Library
In evidence synthesis, effect modifiers are typically described as variables that induce
treatment effect heterogeneity at the individual level, through treatment‐covariate …

Smoking, blood DNA methylation sites and lung cancer risk

A Domingo-Relloso, R Joehanes… - Environmental …, 2023 - Elsevier
Altered DNA methylation (DNAm) might be a biological intermediary in the pathway from
smoking to lung cancer. In this study, we investigated the contribution of differential blood …