Cross-Fitting and Fast Remainder Rates for Semiparametric Estimation

27 January 2018

Papers citing "Cross-Fitting and Fast Remainder Rates for Semiparametric Estimation"

17 / 67 papers shown

Title
Efficient Estimation of Pathwise Differentiable Target Parameters with the Undersmoothed Highly Adaptive Lasso M. J. van der Laan David Benkeser Weixin Cai 8 23 0 14 Aug 2019
Sparsity Double Robust Inference of Average Treatment Effects Jelena Bradic Stefan Wager Yinchu Zhu CML 17 39 0 02 May 2019
Average Density Estimators: Efficiency and Bootstrap Consistency M. D. Cattaneo Michael Jansson MDE 8 10 0 19 Apr 2019
On nearly assumption-free tests of nominal confidence interval coverage for causal parameters estimated by machine learning Lin Liu Rajarshi Mukherjee J. M. Robins 9 2 0 08 Apr 2019
Minimax Linear Estimation of the Retargeted Mean David A. Hirshberg A. Maleki J. Zubizarreta CML 16 38 0 11 Jan 2019
Robust Estimation of Causal Effects via High-Dimensional Covariate Balancing Propensity Score Y. Ning Sida Peng Kosuke Imai 28 87 0 20 Dec 2018
Offline Multi-Action Policy Learning: Generalization and Optimization Zhengyuan Zhou Susan Athey Stefan Wager OffRL 22 121 0 10 Oct 2018
Deep Neural Networks for Estimation and Inference M. Farrell Tengyuan Liang S. Misra BDL 19 254 0 26 Sep 2018
Heteroskedasticity-robust inference in linear regression models with many covariates Koen Jochmans 11 3 0 17 Sep 2018
Automatic Debiased Machine Learning of Causal and Structural Effects Victor Chernozhukov Whitney Newey Rahul Singh CML AI4CE 24 103 0 14 Sep 2018
Two-Step Estimation and Inference with Possibly Many Included Covariates M. D. Cattaneo Michael Jansson Xinwei Ma CML 8 68 0 26 Jul 2018
The Hardness of Conditional Independence Testing and the Generalised Covariance Measure Rajen Dinesh Shah J. Peters 9 291 0 19 Apr 2018
De-Biased Machine Learning of Global and Local Parameters Using Regularized Riesz Representers Victor Chernozhukov Whitney Newey Rahul Singh 21 91 0 23 Feb 2018
Selective inference for effect modification via the lasso Qingyuan Zhao Dylan S. Small Ashkan Ertefaie CML 14 50 0 22 May 2017
Semiparametric Efficient Empirical Higher Order Influence Function Estimators Lin Liu Rajarshi Mukherjee Whitney Newey J. M. Robins 21 38 0 22 May 2017
Locally Robust Semiparametric Estimation Victor Chernozhukov J. Escanciano Hidehiko Ichimura Whitney Newey J. M. Robins 24 205 0 29 Jul 2016
A simple adaptive estimator of the integrated square of a density Evarist Giné Richard Nickl 71 63 0 06 Mar 2008