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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
Version
1.1
1.0
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Install
install.packages('listdtr')
Monthly Downloads
51
Version
1.1
License
GPL (>= 2)
Maintainer
Yichi Zhang
Last Published
March 4th, 2021
Functions in listdtr (1.1)
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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