CRAN: Package MTLR

MTLR: 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.

Version: 0.2.1

Depends: R (≥ 3.4.0)

Imports: Rcpp (≥ 0.12.18), survival (≥ 2.4.0)

LinkingTo: Rcpp, RcppArmadillo

Suggests: ggplot2 (≥ 3.0.0), reshape2 (≥ 1.4.3), testthat, vdiffr (≥ 0.3.0), covr, knitr, rmarkdown

Published: 2019年06月03日

DOI: 10.32614/CRAN.package.MTLR

Author: Humza Haider

Maintainer: Humza Haider <hshaider at ualberta.ca>

BugReports: https://github.com/haiderstats/MTLR/issues

License: GPL-2 | file LICENSE

URL: https://github.com/haiderstats/MTLR

NeedsCompilation: yes

Materials: README, NEWS

CRAN checks: MTLR results

Documentation:

Reference manual: MTLR.html , MTLR.pdf

Vignettes: Introduction to the MTLR Workflow (source, R code)

Downloads:

Package source: MTLR_0.2.1.tar.gz

Windows binaries: r-devel: MTLR_0.2.1.zip, r-release: MTLR_0.2.1.zip, r-oldrel: MTLR_0.2.1.zip

macOS binaries: r-release (arm64): MTLR_0.2.1.tgz, r-oldrel (arm64): MTLR_0.2.1.tgz, r-release (x86_64): MTLR_0.2.1.tgz, r-oldrel (x86_64): MTLR_0.2.1.tgz

Old sources: MTLR archive

Reverse dependencies:

Reverse imports: CPSM

Linking:

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