34 citations · 55 across the 10 of their papers we have counts for
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math.ST2004★ 34 cited
Statistical modeling of causal effects in continuous time
Judith J. Lok
This article studies the estimation of the causal effect of a time-varying treatment on time-to-an-event or on some other continuously distributed outcome. The paper applies to the…
math.ST2004★ 1 cited
Estimating the causal effect of a time-varying treatment on time-to-event using structural nested failure time models
J. J. Lok, R. D. Gill, A. W. van der Vaart +1
In this paper we review an approach to estimating the causal effect of a time-varying treatment on time to some event of interest. This approach is designed for the situation where…
math.ST2004
Mimicking counterfactual outcomes to estimate causal effects
Judith J. Lok
In observational studies, treatment may be adapted to covariates at several times without a fixed protocol, in continuous time. Treatment influences covariates, which influence tre…