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DESCRIPTION
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Package: MTLR
Type: Package
Title: Survival Prediction with Multi-Task Logistic Regression
Version: 0.2.2
Author: Humza Haider
Maintainer: Humza Haider <[email protected]>
URL: https://github.com/haiderstats/MTLR
BugReports: https://github.com/haiderstats/MTLR/issues
Description: 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.
License: GPL-2 | file LICENSE
Encoding: UTF-8
LazyData: true
Imports:
Rcpp (>= 0.12.18),
survival (>= 2.4.0)
Suggests:
ggplot2 (>= 3.0.0),
reshape2 (>= 1.4.3),
testthat,
vdiffr (>= 0.3.0),
covr,
knitr,
rmarkdown
Depends: R (>= 3.4.0)
RoxygenNote: 7.1.1
LinkingTo:
Rcpp,
RcppArmadillo
VignetteBuilder: knitr