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math.ST2004
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
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…