OTRselect: Variable Selection for Optimal Treatment Decision

A penalized regression framework that can simultaneously estimate the optimal treatment strategy and identify important variables. Appropriate for either censored or uncensored continuous response.

Author
Wenbin Lu, Hao Helen Zhang, Donglin Zeng, Yuan Geng, and Shannon Holloway
Date of publication
2016-03-01 17:07:33
Maintainer
Shannon Holloway <sthollow@ncsu.edu>
License
GPL-2
Version
1.0

View on CRAN

Man pages

censored
Variable Selection for Optimal Treatment Decision with...
OTRselect-package
\Sexpr[results=rd,stage=build]{tools:::Rd_package_title("OTRselect")}
Qhat
Mean Response or Restricted Mean Response Given a Treatment...
uncensored
Variable Selection for Optimal Treatment Decision with...

Files in this package

OTRselect
OTRselect/NAMESPACE
OTRselect/R
OTRselect/R/uncensored.R
OTRselect/R/censored.R
OTRselect/R/linearCase.R
OTRselect/R/weights.R
OTRselect/R/constantCase.R
OTRselect/R/adaptiveLasso.R
OTRselect/R/zzz.R
OTRselect/R/Qhat.R
OTRselect/MD5
OTRselect/build
OTRselect/build/partial.rdb
OTRselect/DESCRIPTION
OTRselect/man
OTRselect/man/censored.Rd
OTRselect/man/Qhat.Rd
OTRselect/man/OTRselect-package.Rd
OTRselect/man/uncensored.Rd