doct

"doct" stands for Decisions Optimized in Continuous Time.

This R package implements the method from the paper "Personalized Dynamic Treatment Regimes in Continuous Time: A Bayesian Joint Model for Optimizing Clinical Decisions with Timing. "

Since the paper is still under review, we haven't submitted the R package to CRAN. Therefore, when installing the R package using "doct_1.0.tar.gz", please use the following script to first install the dependent packages if they are not installed on your computer.

dep_packages <- c("Rcpp","RcppArmadillo", "RcppEigen", "RcppNumerical", "MASS", "pracma", "mvtnorm", "LaplacesDemon","stats", "GoFKernel","survival") new.packages <- dep_packages[!(dep_packages %in% installed.packages()[,"Package"])] if(length(new.packages)) install.packages(new.packages)