aspre_parametric

<p>This object contains data relating to parametric-based OHS estimation for the ASPRE model. For generation, see hidden code in vignette, or in pipeline at https://github.com/jamesliley/OptHoldoutSize_pipelines</p>

data

aspre

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> (to appear in Annals of Applied Statistics) for details of methods.

James Liley

OptHoldoutSize

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

Sami Haidar-Wehbe

Sam Emerson

Louis Aslett

aspre_parametric function

<p>An object of class <code>list</code> of length 4.</p>

Format

Parametric-based OHS estimation for ASPRE — aspre_parametric

Parametric-based OHS estimation for ASPRE

aspre_parametric: Parametric-based OHS estimation for ASPRE

Description

Usage

Arguments

Format