Other packages > Find by keyword >

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", "0.1.0.1")



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: 2025-04-09
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 0.1.0.1, https://cran.r-project.org/web/packages/OptHoldoutSize. Accessed 02 Sep. 2026.
Previous versions and publish date:
0.0.0.1 (2022-02-09 10:50), 0.1.0.0 (2022-02-18 13:20), 0.1.0.1 (2025-04-09 13:30), (2026-07-09 08:15)
Other packages that cited OptHoldoutSize R package
View OptHoldoutSize citation profile
Other R packages that OptHoldoutSize depends, imports, suggests or enhances
Complete documentation for OptHoldoutSize
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

multicmp  
Flexible Modeling of Multivariate Count Data via the Multivariate Conway-Maxwell-Poisson Distribution
A toolkit containing statistical analysis models motivated by multivariate forms of the Conway-Maxwe ...
Download / Learn more Package Citations See dependency  
ggsci  
Scientific Journal and Sci-Fi Themed Color Palettes for 'ggplot2'
A collection of 'ggplot2' color palettes inspired by plots in scientific journals, data visualizati ...
Download / Learn more Package Citations See dependency  
recmap  
Compute the Rectangular Statistical Cartogram
Implements the RecMap MP2 construction heuristic . This algorithm draw ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
VIM  
Visualization and Imputation of Missing Values
New tools for the visualization of missing and/or imputed values are introduced, which can be used f ...
Download / Learn more Package Citations See dependency  

28,437

R Packages

239,283

Dependencies

75,283

Author Associations

28,438

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA