OptHoldoutSize

Estimation of Optimal Size for a Holdout Set for Updating a Predictive Score

CRAN Package

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) doi:10.48550/arXiv.2202.06374 for details of methods.

  • Version0.1.0.0
  • R version≥ 3.5.0
  • LicenseGPL (≥ 3)
  • Needs compilation?No
  • Last release02/18/2022

Documentation


Team


Insights

Last 30 days

This package has been downloaded 161 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 13 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
11 downloadsMar 4, 2025
7 downloadsMar 5, 2025
3 downloadsMar 6, 2025
2 downloadsMar 7, 2025
4 downloadsMar 8, 2025
2 downloadsMar 9, 2025
3 downloadsMar 10, 2025
12 downloadsMar 11, 2025
3 downloadsMar 12, 2025
8 downloadsMar 13, 2025
2 downloadsMar 14, 2025
5 downloadsMar 15, 2025
2 downloadsMar 16, 2025
2 downloadsMar 17, 2025
9 downloadsMar 18, 2025
4 downloadsMar 19, 2025
9 downloadsMar 20, 2025
8 downloadsMar 21, 2025
3 downloadsMar 22, 2025
4 downloadsMar 23, 2025
8 downloadsMar 24, 2025
1 downloadsMar 25, 2025
2 downloadsMar 26, 2025
8 downloadsMar 27, 2025
8 downloadsMar 28, 2025
1 downloadsMar 29, 2025
10 downloadsMar 30, 2025
2 downloadsMar 31, 2025
5 downloadsApr 1, 2025
13 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
1
13

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,124 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Sep 11, 2024 with 26 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Depends5 packages
  • Suggests2 packages