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stat.ME2024
The EE-Classifier: A classification method for functional data based on extremality indexes
Catalina Lesmes, Francisco Zuluaga, Henry Laniado +2
Functional data analysis has gained significant attention due to its wide applicability. This research explores the extension of statistical analysis methods for functional data, w…
math.OC2024
Real-time solution of quadratic optimization problems with banded matrices and indicator variables
Andres Gomez, Shaoning Han, Leonardo Lozano
We consider mixed-integer quadratic optimization problems with banded matrices and indicator variables. These problems arise pervasively in statistical inference problems with time…