GlenMartin31/pmupdate: Prediction Model Validation and Updating

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>).

Getting started

Package details

Maintainer
LicenseMIT + file LICENSE
Version0.2.0.9000
URL https://github.com/GlenMartin31/predRupdate https://glenmartin31.github.io/predRupdate/
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("GlenMartin31/pmupdate")
GlenMartin31/pmupdate documentation built on Sept. 2, 2024, 3:32 a.m.