Nonparametric inverse probability weighted estimators based on the highly adaptive lasso

22 May 2020

Papers citing "Nonparametric inverse probability weighted estimators based on the highly adaptive lasso"

13 / 13 papers shown

Title
Doubly Robust Fusion of Many Treatments for Policy Learning Ke Zhu Jianing Chu I. Lipkovich Wenyu Ye Shu Yang 117 0 0 12 May 2025
Application of targeted maximum likelihood estimation in public health and epidemiological studies: a systematic review Matthew J. Smith Rachael V. Phillips M. Luque-Fernández C. Maringe OOD 44 22 0 13 Mar 2023
Relative Sparsity for Medical Decision Problems Samuel J. Weisenthal Sally W. Thurston Ashkan Ertefaie 63 2 0 29 Nov 2022
Semi-Supervised Quantile Estimation: Robust and Efficient Inference in High Dimensional Settings Abhishek Chakrabortty Guorong Dai Ray Carroll 42 10 0 25 Jan 2022
Causal Inference with Panel Data under Temporal and Spatial Interference Ye Wang 38 4 0 29 Jun 2021
Double Robust Semi-Supervised Inference for the Mean: Selection Bias under MAR Labeling with Decaying Overlap Yuqian Zhang Abhishek Chakrabortty Jelena Bradic 38 10 0 14 Apr 2021
Universal sieve-based strategies for efficient estimation using machine learning tools Hongxiang Qiu Alexander Luedtke M. Carone 28 6 0 04 Mar 2020
Efficient Estimation of Pathwise Differentiable Target Parameters with the Undersmoothed Highly Adaptive Lasso M. J. van der Laan David Benkeser Weixin Cai 36 24 0 14 Aug 2019
Nonparametric Bootstrap Inference for the Targeted Highly Adaptive LASSO Estimator Weixin Cai Mark van der Laan 43 6 0 23 May 2019
Uniform Consistency of the Highly Adaptive Lasso Estimator of Infinite Dimensional Parameters Mark van der Laan Aurélien F. Bibaut 33 9 0 19 Sep 2017
Semiparametric Efficient Empirical Higher Order Influence Function Estimators Lin Liu Rajarshi Mukherjee Whitney Newey J. M. Robins 54 38 0 22 May 2017
Double/Debiased/Neyman Machine Learning of Treatment Effects Victor Chernozhukov Denis Chetverikov Mert Demirer E. Duflo Christian B. Hansen Whitney Newey CML FedML 149 351 0 30 Jan 2017
Higher order influence functions and minimax estimation of nonlinear functionals J. M. Robins Lingling Li E. T. Tchetgen A. van der Vaart 304 241 0 20 May 2008