58 citations · 177 across the 41 of their papers we have counts for
3 papers · 1 filter
On null hypotheses in survival analysis
Mats Julius Stensrud, Kjetil Røysland, Pål Christie Ryalen
The conventional nonparametric tests in survival analysis, such as the log-rank test, assess the null hypothesis that the hazards are equal at all times. However, hazards are hard…
A causal framework for classical statistical estimands in failure time settings with competing events
Jessica G. Young, Mats J. Stensrud, Eric J. Tchetgen Tchetgen +1
In failure-time settings, a competing risk event is any event that makes it impossible for the event of interest to occur. For example, cardiovascular disease death is a competing…
The additive hazard estimator is consistent for continuous-time marginal structural models
Pål Christie Ryalen, Mats Julius Stensrud, Kjetil Røysland
Marginal structural models (MSMs) allow for causal analysis of longitudinal data. The MSMs were originally developed as discrete time models. Recently, continuous-time MSMs were pr…