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"

5 / 5 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 8 20 0 13 Mar 2023
Selective machine learning of doubly robust functionals Yifan Cui E. T. Tchetgen OOD 22 23 0 05 Nov 2019
Machine learning in policy evaluation: new tools for causal inference N. Kreif K. DiazOrdaz ELM CML 30 45 0 01 Mar 2019
On Adaptive Propensity Score Truncation in Causal Inference Cheng Ju Joshua Schwab M. J. van der Laan 18 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 18 52 0 07 Mar 2017