listdtr: List-Based Rules for Dynamic Treatment Regimes

Construction of list-based rules, i.e. a list of if-then clauses, to estimate the optimal dynamic treatment regime.

Author
Yichi Zhang
Date of publication
2016-11-29 08:10:03
Maintainer
Yichi Zhang <yzhang52@ncsu.edu>
License
GPL (>= 2)
Version
1.0

View on CRAN

Man pages

build.rule
Low-level Functions for Handling List-based Rules
krr
Kernel Ridge Regression
listdtr
Estimation of List-based Optimal Dynamic Treatment Regime
listdtr-package
\Sexpr[results=rd,stage=build]{tools:::Rd_package_title("listdtr")}
plot.listdtr
Representation of List-based Regimes in Diagrams
predict.krr
Prediction for Kernel Ridge Regression
predict.listdtr
Treatment Recommendation Dictated by List-based Optimal...
print.listdtr
Representation of List-based Regimes in Words

Files in this package

listdtr
listdtr/src
listdtr/src/Makevars
listdtr/src/gaussian_kernel.c
listdtr/src/clause.c
listdtr/src/outcomes.c
listdtr/src/rule.c
listdtr/src/projected_bfgs.c
listdtr/src/sort.c
listdtr/src/dtr.h
listdtr/src/minimization.c
listdtr/src/projected_bfgs.h
listdtr/src/R_interface.c
listdtr/NAMESPACE
listdtr/R
listdtr/R/rule.R
listdtr/R/dtr.R
listdtr/R/krr.R
listdtr/MD5
listdtr/build
listdtr/build/partial.rdb
listdtr/DESCRIPTION
listdtr/man
listdtr/man/listdtr.Rd
listdtr/man/plot.listdtr.Rd
listdtr/man/print.listdtr.Rd
listdtr/man/predict.krr.Rd
listdtr/man/build.rule.Rd
listdtr/man/predict.listdtr.Rd
listdtr/man/krr.Rd
listdtr/man/listdtr-package.Rd