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OptHoldoutSize  

Estimation of Optimal Size for a Holdout Set for Updating a Predictive Score
View on CRAN: Click here


Download and install OptHoldoutSize package within the R console
Install from CRAN:
install.packages("OptHoldoutSize")

Install from Github:
library("remotes")
install_github("cran/OptHoldoutSize")

Install by package version:
library("remotes")
install_version("OptHoldoutSize", "0.1.0.0")



Attach the package and use:
library("OptHoldoutSize")
Maintained by
James Liley
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-02-09
Latest Update: 2022-02-18
Description:
Predictive scores must be updated with care, because actions taken on the basis of existing risk scores causes bias in risk estimates from the updated score. A holdout set is a straightforward way to manage this problem: a proportion of the population is 'held-out' from computation of the previous risk score. This package provides tools to estimate a size for this holdout set and associated errors. Comprehensive vignettes are included. Please see: Haidar-Wehbe S, Emerson SR, Aslett LJM, Liley J (2022) for details of methods.
How to cite:
James Liley (2022). OptHoldoutSize: Estimation of Optimal Size for a Holdout Set for Updating a Predictive Score. R package version 0.1.0.0, https://cran.r-project.org/web/packages/OptHoldoutSize. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.0.0.1 (2022-02-09 10:50)
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