Calibration plots for multistate risk predictions models.

Alexander Pate Matthew SperrinRichard D RileyNiels PeekTjeerd Van StaaJamie C SergeantMamas A MamasGregory Y H LipMartin O'FlahertyMichael BarrowmanIain BuchanGlen Philip Martin

Published in: Statistics in medicine (2024)

We recommend implementing either the pseudo-value or BLR-IPCW approaches to produce a calibration curve, combined with the MLR-IPCW approach to produce a calibration scatter plot. The methods have been incorporated into the "calibmsm" R package available on CRAN.

Keyphrases

low cost
quality improvement