The expected structure of this tutorial is: (a) Brief description of TMLE (b) Analysis Pipeline for optimizing ATE via TMLE (c) Example Code (d) Introduction for SuperLearner (e) Theorectical foundation(eg. semiparametric, efficient theory etc.)
Finished: (a) ~ (d)
For (d), a study guide for the use of sl in time series: https://github.com/tlverse/sl3_lecture/blob/master/sl3_timeseries.Rmd
- Extension of OnlineSuperLearner
- Dynamic and Optimal Individualized Treatment Regimes