aVirtualTwins1.0.1 package

Adaptation of Virtual Twins Method from Jared Foster

aVirtualTwins

aVirtualTwins : An adapation of VirtualTwins method created by Jared F...

formatRCTDataset

RCT format for Virtual Twins

vt.data

Initialize virtual twins data

VT.difft

Difference between twins

VT.forest-abstract

Difft by Random Forest

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.forest

Create forest to compute difft

VT.object

VT.object

VT.predict

VT.predict generic function

vt.subgroups

Visualize subgroups

VT.tree-abstract

Tree to find subgroup

VT.tree.class

Classification tree to find subgroups

vt.tree

Trees to find Subgroups

VT.tree.reg

Regression tree to find subgroups

Download source packageRead PDF manual

Research of subgroups in random clinical trials with binary outcome and two treatments groups. This is an adaptation of the Jared Foster method (<https://www.ncbi.nlm.nih.gov/pubmed/21815180>).

  • Maintainer: Francois Vieille
  • License: GPL-3 | file LICENSE
  • Last published: 2018-02-04

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