148 citations · 176 across the 14 of their papers we have counts for
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stat.ME2017
Instrumental variables estimation with competing risk data
Torben Martinussen, Stijn Vansteelandt
Time-to-event analyses are often plagued by both -- possibly unmeasured -- confounding and competing risks. To deal with the former, the use of instrumental variables for effect es…
stat.ME2017★ 17 cited
Honest data-adaptive inference for the average treatment effect under model misspecification using penalised bias-reduced double-robust estimation
Vahe Avagyan, Stijn Vansteelandt
The presence of confounding by high-dimensional variables complicates estimation of the average effect of a point treatment. On the one hand, it necessitates the use of variable se…