Practical targeted learning from large data sets by survey sampling

Patrice Bertail, Antoine Chambaz, Emilien Joly

We address the practical construction of asymptotic confidence intervals for smooth (i.e., path-wise differentiable), real-valued statistical parameters by targeted learning from i…