Evaluation of Forensic Data Using Logistic Regression-Based Classification Methods and an R Shiny Implementation

We demonstrate the use of classification methods that are well-suited for forensic toxicology applications. The methods are based on penalized logistic regression, can be employed when separation occurs in a two-class classification setting, and allow for the calculation of likelihood ratios. A case...

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Bibliographic Details
Main Authors: Giulia Biosa, Diana Giurghita, Eugenio Alladio, Marco Vincenti, Tereza Neocleous
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-10-01
Series:Frontiers in Chemistry
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fchem.2020.00738/full