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.
Citation
Aad van der Vaart. "Higher Order Tangent Spaces and Influence Functions." Statist. Sci. 29 (4) 679 - 686, November 2014. https://doi.org/10.1214/14-STS478
Information
Published: November 2014
First available in Project Euclid: 15 January 2015
zbMATH: 1331.62111
MathSciNet: MR3300365
Digital Object Identifier: 10.1214/14-STS478
Keywords:
minimax rate of convergence
,
Semiparametric model
,
U-statistic
Rights: Copyright © 2014 Institute of Mathematical Statistics