lincom
Linear Biomarker Combination: Empirical Performance Optimization
Last update: 21 June 2023
Copyright license: GNU General Public License, version 3.0, GNU General Public License, version 2.0
Software version identifier: 1.0, 1.1
Perform two linear combination methods for biomarkers: (1) Empirical performance optimization for specificity (or sensitivity) at a controlled sensitivity (or specificity) level of Huang and Sanda (2022) <doi:10.1214/22-aos2210>, and (2) weighted maximum score estimator with empirical minimization of averaged false positive rate and false negative rate. Both adopt the algorithms of Huang and Sanda (2022) <doi:10.1214/22-aos2210>. 'MOSEK' solver is used and needs to be installed; an academic license for 'MOSEK' is free.
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