181 citations · 241 across the 29 of their papers we have counts for
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math.ST2016★ 1 cited
Toward computerized efficient estimation in infinite-dimensional models
Marco Carone, Alexander R. Luedtke, Mark J. van der Laan
Despite the risk of misspecification they are tied to, parametric models continue to be used in statistical practice because they are accessible to all. In particular, efficient es…
math.ST2016★ 181 cited
Statistical inference for the mean outcome under a possibly non-unique optimal treatment strategy
Alexander R. Luedtke, Mark J. van der Laan
We consider challenges that arise in the estimation of the mean outcome under an optimal individualized treatment strategy defined as the treatment rule that maximizes the populati…