Defining New sl3 LearnersUpdated 6 months ago

Jeremy Coyle, Nima Hejazi, Ivana Malenica, Oleg Sofrygin

Rendered from custom_lrnrs.Rmd in sl3 1.4.5.
Efficient causal mediation analysis with the natural and interventional effectsUpdated 8 months ago

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Causal Mediation Analysis for Stochastic InterventionsUpdated 3 years ago

Nima Hejazi and Iván Díaz

Rendered from intro_medshift.Rmd in medshift 0.1.4.
Targeted Learning with Stochastic Treatment RegimesUpdated 5 years ago

Nima Hejazi, Jeremy Coyle, and Mark van der Laan

Rendered from shift_tmle.Rmd in tmle3shift 0.2.2.
Variable Importance Analysis with Stochastic InterventionsUpdated 5 years ago

Nima Hejazi, Jeremy Coyle, and Mark van der Laan

Rendered from vimshift.Rmd in tmle3shift 0.2.2.
Modern Machine Learning in RUpdated 5 years ago

Jeremy Coyle, Nima Hejazi, Ivana Malenica, Oleg Sofrygin

Rendered from intro_sl3.Rmd in sl3 1.4.5.