82 citations · 82 across the 4 of their papers we have counts for
5 papers
Continuous-time targeted minimum loss-based estimation of intervention-specific mean outcomes
Helene C. Rytgaard, Thomas A. Gerds, Mark J. van der Laan
This paper studies the generalization of the targeted minimum loss-based estimation (TMLE) framework to estimation of effects of time-varying interventions in settings where both i…
Ranking of average treatment effects with generalized random forests for time-to-event outcomes
Helene C. W. Rytgaard, Claus T. Ekstrøm, Lars V. Kessing +1
In this paper we present a data-adaptive estimation procedure for estimation of average treatment effects in a time-to-event setting based on generalized random forests. In these k…
On the estimation of average treatment effects with right-censored time to event outcome and competing risks
Brice Maxime Hugues Ozenne, Thomas Harder Scheike, Laila Stærk +1
We are interested in the estimation of average treatment effects based on right-censored data of an observational study. We focus on causal inference of differences between t-year…
Sequential rank agreement methods for comparison of ranked lists
Claus Thorn Ekstrøm, Thomas Alexander Gerds, Andreas Kryger Jensen +1
The comparison of alternative rankings of a set of items is a general and prominent task in applied statistics. Predictor variables are ranked according to magnitude of association…
A competing risks approach for nonparametric estimation of transition probabilities in a non-Markov illness-death model
Arthur Allignol, Jan Beyersmann, Thomas Gerds +1
Competing risks model time to first event and type of first event. An example from hospital epidemiology is the incidence of hospital-acquired infection, which has to account for h…