CRAN/E | predRupdate

predRupdate

Prediction Model Validation and Updating

Installation

About

Evaluate the predictive performance of an existing (i.e. previously developed) prediction/ prognostic model given relevant information about the existing prediction model (e.g. coefficients) and a new dataset. Provides a range of model updating methods that help tailor the existing model to the new dataset; see Su et al. (2018) doi:10.1177/0962280215626466. Techniques to aggregate multiple existing prediction models on the new data are also provided; see Debray et al. (2014) doi:10.1002/sim.6080 and Martin et al. (2018) doi:10.1002/sim.7586).

github.com/GlenMartin31/predRupdate
glenmartin31.github.io/predRupdate/
Bug report File report

Key Metrics

Version 0.1.1
R ≥ 2.10
Published 2023-12-12 300 days ago
Needs compilation? no
License MIT
License File
CRAN checks predRupdate results
Language en-US

Downloads

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Last 30 days 203 -38%
Last 90 days 722 +36%
Last 365 days 2.652 +207%

Maintainer

Maintainer

Glen P. Martin

Authors

Glen P. Martin

aut / cre / cph

David Jenkins

aut / cph

Matthew Sperrin

aut / cph

Material

README
NEWS
Reference manual
Package source

Vignettes

Introduction to the predRupdate package
predRupdate_splineIllustration
Technical Background to predRupdate

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

predRupdate archive

Depends

R ≥ 2.10

Imports

utils
stats
survival
pROC
ggplot2
rlang
ggpubr

Suggests

covr
knitr
rmarkdown
testthat ≥ 3.0.0