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MTLR

Survival Prediction with Multi-Task Logistic Regression

v0.2.1 · Jun 3, 2019 · GPL-2 | file LICENSE

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.

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r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
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NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Humza Haider <hshaider@ualberta.ca>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Humza",
                    family = "Haider",
                    role = c("aut", "cre"),
                    email = "hshaider@ualberta.ca")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Humza Haider <hshaider@ualberta.ca>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Humza",
                    family = "Haider",
                    role = c("aut", "cre"),
                    email = "hshaider@ualberta.ca")
as necessary.
NOTE r-oldrel-macos-arm64

LazyData

'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

'LazyData' is specified without a 'data' directory

Check History

NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Humza Haider <hshaider@ualberta.ca>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Humza",
                    family = "Haider",
                    role = c("aut", "cre"),
                    email = "hshaider@ualberta.ca")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Humza Haider <hshaider@ualberta.ca>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Humza",
                    family = "Haider",
                    role = c("aut", "cre"),
                    email = "hshaider@ualberta.ca")
as necessary.
NOTE r-oldrel-macos-arm64

LazyData

'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

LazyData

'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

LazyData

'LazyData' is specified without a 'data' directory

Dependency Network

Dependencies Reverse dependencies Rcpp survival MTLR

Version History

new 0.2.1 Mar 10, 2026
updated 0.2.1 ← 0.2.0 diff Jun 2, 2019
updated 0.2.0 ← 0.1.0 diff Mar 8, 2019
new 0.1.0 Dec 18, 2018