Generalized additive model with embedded variable selection for bankruptcy prediction: Prediction versus interpretation

This paper explores the properties of using a generalized additive model with embedded variable selection for the prediction of bankruptcy. The main purpose is to explore an innovative way to close the gap between interpretation and prediction that has prevented widespread use of methods based on ma...

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Bibliographic Details
Main Authors: Carlos Valencia, Sergio Cabrales, Laura Garcia, Juan Ramirez, Diego Calderona
Format: Article
Language:English
Published: Taylor & Francis Group 2019-01-01
Series:Cogent Economics & Finance
Subjects:
Online Access:http://dx.doi.org/10.1080/23322039.2019.1597956