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.


Reference manual

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0.1.0 by Humza Haider, 2 months ago

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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