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Machine learning for credit scoring: Improving logistic regression with non-linear decision-tree effects

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Year: 2021
Type: article
Source: European Journal of Operational Research
DOI: 10.1016/j.ejor.2021.06.053
Authors: Elena Dumitrescu, Sullivan Hué, Christophe Hurlin, Sessi Tokpavi
Institutions: Centre National de la Recherche Scientifique, Université Paris Nanterre, EconomiX, Université d'Orléans, Laboratoire d’Économie d’Orléans
Language: English

Topic: Financial Distress and Bankruptcy Prediction
Subfield: Accounting
Field: Business, Management and Accounting
Domain: Social Sciences

Open Access status: bronze

Funder: Agence Nationale de la Recherche
Awards: Econometric Methods for the Modelling of Multiple Risks, The Post-Crisis Banking Industry: How will banks respond to tighter regulatory constraints?
OpenAlex ID: W3173725123
FWCI: 98.35
Cites: 70
Cited by: 430
Related to: 10
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