Developing prediction models to estimate the risk of two survival outcomes both occurring: A comparison of techniques.
Alexander PateMatthew SperrinRichard D RileyJamie C SergeantTjeerd Pieter van StaaNiels PeekMamas Andreas MamasGregory Y H LipMartin O'FlahertyIain Edward BuchanGlen Philip MartinPublished in: Statistics in medicine (2023)
We recommend the dual-outcome method for predicting the risk of two survival outcomes both occurring. It was the most robust to model misspecification, although was also the most prone to overfitting. The clinical example motivates the use of the methods considered in this study.
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