58 citations · 73 across the 8 of their papers we have counts for
8 papers
Time-dependent mediators in survival analysis: Graphical representation of causal assumptions
Søren Wengel Mogensen, Odd O. Aalen, Susanne Strohmaier
We study time-dependent mediators in survival analysis using a treatment separation approach due to Didelez [2019] and based on earlier work by Robins and Richardson [2011]. This a…
Time-dependent mediators in survival analysis: Modelling direct and indirect effects with the additive hazards model
Odd O. Aalen, Mats J. Stensrud, Vanessa Didelez +3
We discuss causal mediation analyses for survival data and propose a new approach based on the additive hazards model. The emphasis is on a dynamic point of view, that is, understa…
A hybrid landmark Aalen-Johansen estimator for transition probabilities in partially non-Markov multi-state models
N. Maltzahn, R. Hoff, O. O. Aalen +3
Multi-state models are increasingly being used to model complex epidemiological and clinical outcomes over time. It is common to assume that the models are Markov, but the assumpti…
The surprising implications of familial association in disease risk
Morten Valberg, Mats Julius Stensrud, Odd O. Aalen
Background: A wide range of diseases show some degree of clustering in families; family history is therefore an important aspect for clinicians when making risk predictions. Famili…
Estimating the treatment effect on the treated under time-dependent confounding in an application to the Swiss HIV Cohort Study
J. M. Gran, R. Hoff, K. Røysland +3
When comparing time-varying treatments in a non-randomised setting, one must often correct for time-dependent confounders that influence treatment choice over time and that are the…
Dynamic path analysis - A useful tool to investigate mediation processes in clinical survival trials
Susanne Strohmaier, Kjetil Røysland, Rune Hoff +3
When it comes to clinical survival trials, regulatory restrictions usually require the application of methods that solely utilize baseline covariates and the intention-to-treat pri…