Scalable Collaborative Targeted Learning for High-Dimensional Data

7 March 2017

Papers citing "Scalable Collaborative Targeted Learning for High-Dimensional Data"

9 / 9 papers shown

Title
Efficient adjustment for complex covariates: Gaining efficiency with DOPE Alexander Mangulad Christgau Niels Richard Hansen 58 2 0 20 Feb 2024
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 40 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 29 1 0 18 Jun 2018
Collaborative targeted inference from continuously indexed nuisance parameter estimators Cheng Ju Antoine Chambaz Mark van der Laan 40 5 0 31 Mar 2018
On Adaptive Propensity Score Truncation in Causal Inference Cheng Ju Joshua Schwab M. J. van der Laan 34 35 0 18 Jul 2017
Collaborative-controlled LASSO for Constructing Propensity Score-based Estimators in High-Dimensional Data Cheng Ju R. Wyss J. Franklin Sebastian Schneeweiss J. Häggström M. J. van der Laan 37 42 0 30 Jun 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 31 52 0 07 Mar 2017