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A shiny app for Tageted Maximum Likelihood Estimation

What are the results

This app uses simulated data to train a SuperLerner in the TMLE procedure. (A) Propensity score compared among those individuals treated with A or B treatment. (B) Comparison between SuperLearner and individual learners estimating E[Y|A,W]. (C) Average Treatment Estimation (D) Average treatment for treated (E) Average Treatment for Controls. (F) Risk Ratio (G) Odd Ratio.

A Shiny app for Targeted Maximum Likelihood Estimation

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A shiny app for TMLE

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