Showing math.STShow all
2 papers · 1 filter
math.ST2026
Causal inference via implied interventions
Carlos GarcÃa Meixide, Mark J. van der Laan
In the context of having an instrumental variable, the standard practice in causal inference begins by targeting an effect of interest and proceeds by formulating assumptions enabl…
math.ST2024
Estimating conditional hazard functions and densities with the highly-adaptive lasso
Anders Munch, Thomas A. Gerds, Mark J. van der Laan +1
We consider estimation of conditional hazard functions and densities over the class of multivariate cà dlà g functions with uniformly bounded sectional variation norm when data are…