Collaborative-controlled LASSO for Constructing Propensity Score-based Estimators in High-Dimensional Data

30 June 2017

Papers citing "Collaborative-controlled LASSO for Constructing Propensity Score-based Estimators in High-Dimensional Data"

6 / 6 papers shown

Title
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 27 21 0 13 Mar 2023
Selective machine learning of doubly robust functionals Yifan Cui E. T. Tchetgen OOD 35 23 0 05 Nov 2019
Machine learning in policy evaluation: new tools for causal inference N. Kreif K. DiazOrdaz ELM CML 42 45 0 01 Mar 2019
Robust inference on the average treatment effect using the outcome highly adaptive lasso Cheng Ju David Benkeser Mark van der Laan 26 1 0 18 Jun 2018
On Adaptive Propensity Score Truncation in Causal Inference Cheng Ju Joshua Schwab M. J. van der Laan 25 35 0 18 Jul 2017
Propensity score prediction for electronic healthcare databases using Super Learner and High-dimensional Propensity Score Methods Cheng Ju Mary A Combs S. Lendle J. Franklin R. Wyss Sebastian Schneeweiss M. J. van der Laan 28 52 0 07 Mar 2017