CRAN/E | survML

survML

Flexible Estimation of Conditional Survival Functions Using Machine Learning

Installation

About

Tools for flexible estimation of conditional survival functions using off-the-shelf machine learning tools. Implements both global and local survival stacking. See Wolock CJ, Gilbert PB, Simon N, and Carone M (2024) doi:10.1080/10618600.2024.2304070.

github.com/cwolock/survML
Bug report File report

Key Metrics

Version 1.1.0
Published 2024-03-17 43 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks survML results

Downloads

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Maintainer

Maintainer

Charles Wolock

cwolock@gmail.com

Authors

Charles Wolock

aut / cre / cph

Material

README
NEWS
Reference manual
Package source

Vignettes

Basic Usage of survML

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

survML archive

Depends

SuperLearner ≥ 2.0.28

Imports

Iso ≥ 0.0.18.1

Suggests

knitr
rmarkdown
testthat ≥ 3.0.0
ggplot2 ≥ 3.4.0
gam ≥ 1.22.0

Reverse Imports

vaccine