osofr/learning-to-learn-from-data

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osofr/learning-to-learn-from-data

osofr

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Code for paper "Learning to learn from data: using deep adversarial learning to construct optimal statistical procedures"

simcausal

Simulating Longitudinal and Network Data with Causal Inference Applications

stremr

Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data

tmlenet

Targeted Maximum Likelihood Estimation for Network Data

gridisl

Discrete SuperLearner with Grid-Search for Longitudinal Data

Ogburn_etal_simulations

Simulation code and results for https://arxiv.org/abs/1705.08527

condensier

Non-parametric conditional density estimation with binned conditional histograms

snowSuperLearner_example

growthcurveSL

SuperLearner Growth Imputation

SDRsimstudy

Simulation study for "Sequential Double Robustness" manuscript

useR2016_networks