aVirtualTwins: Adaptation of Virtual Twins Method from Jared Foster

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Research of subgroups in random clinical trials with binary outcome and two treatments groups. This is an adaptation of the Jared Foster method.

Author
Francois Vieille [aut, cre]
Date of publication
2016-10-09 09:15:20
Maintainer
Francois Vieille <vieille.francois@gmail.com>
License
GPL-3 | file LICENSE
Version
1.0.0
URLs

View on CRAN

Man pages

aVirtualTwins
aVirtualTwins : An adapation of VirtualTwins method created...
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
Create forest to compute difft
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.object
VT.object
VT.predict
VT.predict generic function
vt.subgroups
Visualize subgroups
vt.tree
Trees to find Subgroups
VT.tree-abstract
Tree to find subgroup
VT.tree.class
Classification tree to find subgroups
VT.tree.reg
Regression tree to find subgroups

Files in this package

aVirtualTwins
aVirtualTwins/inst
aVirtualTwins/inst/doc
aVirtualTwins/inst/doc/full-example.R
aVirtualTwins/inst/doc/full-example.Rmd
aVirtualTwins/inst/doc/full-example.html
aVirtualTwins/NAMESPACE
aVirtualTwins/data
aVirtualTwins/data/sepsis.rdata
aVirtualTwins/R
aVirtualTwins/R/forest.one.R
aVirtualTwins/R/setClass.R
aVirtualTwins/R/formatRCTDataset.R
aVirtualTwins/R/difft.R
aVirtualTwins/R/predict.R
aVirtualTwins/R/tree.wrapper.R
aVirtualTwins/R/aVirtualTwins.R
aVirtualTwins/R/incidences.R
aVirtualTwins/R/data.R
aVirtualTwins/R/object.R
aVirtualTwins/R/forest.fold.R
aVirtualTwins/R/tree.class.R
aVirtualTwins/R/object.wrapper.R
aVirtualTwins/R/tools.R
aVirtualTwins/R/forest.double.R
aVirtualTwins/R/forest.wrapper.R
aVirtualTwins/R/tree.R
aVirtualTwins/R/tree.reg.R
aVirtualTwins/R/forest.R
aVirtualTwins/vignettes
aVirtualTwins/vignettes/full-example.Rmd
aVirtualTwins/README.md
aVirtualTwins/MD5
aVirtualTwins/build
aVirtualTwins/build/vignette.rds
aVirtualTwins/DESCRIPTION
aVirtualTwins/man
aVirtualTwins/man/aVirtualTwins.Rd
aVirtualTwins/man/VT.tree.reg.Rd
aVirtualTwins/man/VT.tree-abstract.Rd
aVirtualTwins/man/VT.predict.Rd
aVirtualTwins/man/vt.data.Rd
aVirtualTwins/man/vt.forest.Rd
aVirtualTwins/man/VT.object.Rd
aVirtualTwins/man/VT.tree.class.Rd
aVirtualTwins/man/vt.subgroups.Rd
aVirtualTwins/man/VT.forest.fold.Rd
aVirtualTwins/man/VT.forest.double.Rd
aVirtualTwins/man/VT.difft.Rd
aVirtualTwins/man/VT.forest-abstract.Rd
aVirtualTwins/man/formatRCTDataset.Rd
aVirtualTwins/man/VT.forest.one.Rd
aVirtualTwins/man/sepsis.Rd
aVirtualTwins/man/vt.tree.Rd
aVirtualTwins/LICENSE