Why do banks fail? An investigation via text mining

AbstractThis study aims to investigate the material loss review published by the Federal Deposit Insurance Corporation (FDIC) on 98 failed banks from 2008 to 2015. The text mining techniques via machine learning, i.e. bag of words, document clustering, and topic modeling, are employed for the invest...

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Bibliographic Details
Main Authors: Hanh Hong Le, Jean- Laurent Viviani, Fitriya Fauzi
Format: Article
Language:English
Published: Taylor & Francis Group 2023-10-01
Series:Cogent Economics & Finance
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/23322039.2023.2251272