Survival Prediction with Multi-Task Logistic Regression

An implementation of Multi-Task Logistic Regression (MTLR) for R. This package is based on the method proposed by Yu et al. (2011) which utilized MTLR for generating individual survival curves by learning feature weights which vary across time. This model was further extended to account for left and interval censored data.


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install.packages("MTLR")

0.1.0 by Humza Haider, 2 months ago


https://github.com/haiderstats/MTLR


Report a bug at https://github.com/haiderstats/MTLR/issues


Browse source code at https://github.com/cran/MTLR


Authors: Humza Haider


Documentation:   PDF Manual  


GPL-2 | file LICENSE license


Imports Rcpp, survival

Suggests ggplot2, reshape2, testthat, covr, knitr, rmarkdown

Linking to Rcpp, RcppArmadillo


See at CRAN