An R package containing a suite of descriptive and inferential methods designed to evaluate individual treatment selection markers and to compare candidate markers.
functions included are:
trtsel_measuresfor estimating performance measures for a pre-specified marker based treatment rule
trtselfor creating trtsel objects
plotfor plotting risk curves and more
evaluatefor evaluating marker performance
calibratefor assessing model calibration
compareto compare two trtsel objects.
Install the current version of the package by opening an R session and typing:
Alternatively, to download and install a current version the package directly from github, type:
if (!require("devtools")) install.packages("devtools") devtools::install_github("TreatmentSelection", "mdbrown")