Discrimination of psychotropic drugs over‐consumers using a threshold exceedance based approach

DOI10.1002/sam.11165OpenAlexW2148931283MaRDI QIDQ4969884

Caroline Vigneau, Véronique Sébille, Lise Bellanger, Jacques Pivette, Pascale Jolliet

Publication date: 14 October 2020

Published in: Statistical Analysis and Data Mining: The ASA Data Science Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/sam.11165

zbMATH Keywords

evaluationlogistic regressioncluster analysisextreme value theorydiscriminationROC curvemisuse

Mathematics Subject Classification ID

Statistics (62-XX) Computer science (68-XX)

Uses Software

• ElemStatLearn
• ismev

Cites Work

• An application of extreme value theory for measuring financial risk
• Extremes and related properties of random sequences and processes
• Statistical inference using extreme order statistics
• Laws of Small Numbers: Extremes and Rare Events
• Improvements on Cross-Validation: The .632+ Bootstrap Method
• Trend in high tropospheric ozone levels. Application to paris monitoring sites
• An introduction to statistical modeling of extreme values
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