Adaptation of Virtual Twins Method from Jared Foster


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Documentation for package ‘aVirtualTwins’ version 1.0.1

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aVirtualTwins-package aVirtualTwins : An adapation of VirtualTwins method created by Jared Foster.
aVirtualTwins aVirtualTwins : An adapation of VirtualTwins method created by Jared Foster.
formatRCTDataset RCT format for Virtual Twins
sepsis Clinical Trial for Sepsis desease
vt.data Initialize virtual twins data
VT.difft Difference between twins
VT.forest Difft by Random Forest
vt.forest Create forest to compute difft
VT.forest.double Difft by double random forest
VT.forest.fold Difft via k random forests
VT.forest.one Difft by one random forest
VT.object VT.object
VT.predict VT.predict generic function
VT.predict-method VT.predict generic function
vt.subgroups Visualize subgroups
VT.tree Tree to find subgroup
vt.tree Trees to find Subgroups
VT.tree.class Classification tree to find subgroups
VT.tree.reg Regression tree to find subgroups