personalized

Estimation and Validation Methods for Subgroup Identification and Personalized Medicine

Provides functions for fitting and validation of models for subgroup identification and personalized medicine / precision medicine under the general subgroup identification framework of Chen et al. (2017) <doi:10.1111/biom.12676>. This package is intended for use for both randomized controlled trials and observational studies.

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Description file content

Package
personalized
Type
Package
Title
Estimation and Validation Methods for Subgroup Identification and Personalized Medicine
Version
0.2.5
Description
Provides functions for fitting and validation of models for subgroup identification and personalized medicine / precision medicine under the general subgroup identification framework of Chen et al. (2017) . This package is intended for use for both randomized controlled trials and observational studies.
URL
BugReports
https://github.com/jaredhuling/personalized/issues
License
GPL-2
Encoding
UTF-8
LazyData
true
Suggests
knitr, rmarkdown, testthat, nnet
Imports
survival, methods, kernlab, foreach
Depends
glmnet (>= 2.0-13), mgcv, gbm, ggplot2, plotly
RoxygenNote
6.1.1
VignetteBuilder
knitr
NeedsCompilation
no
Packaged
2019-11-06 02:19:24 UTC; huling.7
Author
Jared Huling [aut, cre] (), Aaron Potvien [ctb], Alexandros Karatzoglou [cph], Alex Smola [cph]
Maintainer
Jared Huling
Repository
CRAN
Date/Publication
2019-11-07 16:30:02 UTC

install.packages('personalized')

0.2.5

8 days ago

https://jaredhuling.github.io/personalized/

Jared Huling

GPL-2

Depends on

glmnet (>= 2.0-13), mgcv, gbm, ggplot2, plotly

Imports

survival, methods, kernlab, foreach

Suggests

knitr, rmarkdown, testthat, nnet

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