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drtmle - Doubly-Robust Nonparametric Estimation and Inference
Targeted minimum loss-based estimators of counterfactual means and causal effects that are doubly-robust with respect both to consistency and asymptotic normality (Benkeser et al (2017), <doi:10.1093/biomet/asx053>; MJ van der Laan (2014), <doi:10.1515/ijb-2012-0038>).
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causal-inferenceensemble-learningiptwstatistical-inferencetmle
6.94 score 20 stars 1 dependents 96 scripts 312 downloadsdrord - Doubly-Robust Estimators for Ordinal Outcomes
Efficient covariate-adjusted estimators of quantities that are useful for establishing the effects of treatments on ordinal outcomes (Benkeser, Diaz, Luedtke 2020 <doi:10.1111/biom.13377>)
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causal-inferencecovid-19double-robustmann-whitneyordinal-regression
4.48 score 5 stars 12 scripts 170 downloads