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listdtr (version 1.1)

List-Based Rules for Dynamic Treatment Regimes

Description

Construction of list-based rules, i.e. a list of if-then clauses, to estimate the optimal dynamic treatment regime. Details can be found at Zhang et al (2018) .

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Version

Install

install.packages('listdtr')

Monthly Downloads

34

Version

1.1

License

GPL (>= 2)

Maintainer

Yichi Zhang

Last Published

March 4th, 2021

Functions in listdtr (1.1)

predict.krr

Prediction for Kernel Ridge Regression
build.rule

Low-level Functions for Handling List-based Rules
listdtr-package

listdtr
print.listdtr

Representation of List-based Regimes in Words
plot.listdtr

Representation of List-based Regimes in Diagrams
listdtr

Estimation of List-based Optimal Dynamic Treatment Regime
krr

Kernel Ridge Regression
predict.listdtr

Treatment Recommendation Dictated by List-based Optimal Dynamic Treatment Regime