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nhejazi / biotmle

:package: :microscope: R/biotmle: Targeted Learning with Moderated Statistics for Biomarker Discovery
https://code.nimahejazi.org/biotmle/
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Implementing supervised distance matrices #47

Closed nhejazi closed 5 years ago

nhejazi commented 6 years ago

The methodology implemented in this software package requires computing individual values of the efficient influence function (or just the influence function for a parametric model). Since these values are already computed / made available, a likely simple extension would be to use the matrix of EIF values to perform supervised clustering, as originally proposed in K.S. Pollard & M.J. van der Laan, "Supervised Distance Matrices", SAGMB, 2008. Heatmaps/plots based on this approach would likely provide a nice, user-friendly visualization.

nhejazi commented 5 years ago

Implemented in heatmap procedure as of 88ba070