Estimating receiver operative characteristic curves for time-dependent outcomes: The stroccurve package
Mattia Cattaneo
Department of Management
Information and Production Engineering
University of Bergamo
Bergamo, Italy
[email protected]
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Paolo Malighetti
Department of Management
Information and Production Engineering
University of Bergamo
Bergamo, Italy
[email protected]
|
Daniele Spinelli
Department of Management
Information and Production Engineering
University of Bergamo
Bergamo, Italy
[email protected]
|
Abstract. Receiver operating characteristic (ROC) curves are an established method for
assessing the predictive capacity of a continuous biomarker for a binary
outcome. However, in some cases, outcomes are time dependent. Although the
literature has proposed packages for performing ROC analysis of
time-independent outcomes, a package is not yet available for analyzing the
predictive capacity of continuous biomarkers when the binary outcome is time
dependent. In this article, we present stroccurve, a new command for
performing ROC analysis within a survival framework.
View all articles by these authors:
Mattia Cattaneo, Paolo Malighetti, Daniele Spinelli
View all articles with these keywords:
stroccurve, receiver operating characteristic curves, time-de-pen-dent outcome, survival ROC
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