Higher Order Tangent Spaces and Influence Functions

Abstract

We review higher order tangent spaces and influence functions and their use to construct minimax efficient estimators for parameters in high-dimensional semiparametric models.

Published in at http://dx.doi.org/10.1214/14-STS478 the Statistical Science (http://www.imstat.org/sts/) by the Institute of Mathematical Statistics (http://www.imstat.org)

References in corpus (1)

• Higher order influence functions and minimax estimation of nonlinear functionals

Cited by in corpus (1)

• Causal Etiology of the Research of James M. Robins