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Pooling AUC values

Martijn W Heymans

2023-06-16

Introduction

The psfmi package includes the function pool_auc, to pool the values of multiple Area Under the Curve values. This vignette show you how to use this function. The function needs as input a list of the multiple AUC and related standard error values.

Example


auc <- list(0.84, 0.78, 0.75, 0.71, 0.79)
auc_se <- list(0.04, 0.05, 0.01, 0.02, 0.03)

psfmi::pool_auc(auc, auc_se)
#>                     95% Low C-statistic 95% Up
#> C-statistic (logit)  0.5971      0.7771 0.8913

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.