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Default prediction using balance-sheet data : a comparison of models
Behr, Andreas; Weinblat, Jurij - In: Journal of risk finance : the convergence of financial … 18 (2017) 5, pp. 523-540
Persistent link: https://www.econbiz.de/10011814892
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Classification with segmentation for credit scoring and bankruptcy prediction
Boughaci, Dalila; Alkhawaldeh, Abdullah A. K.; Jaber, … - In: Empirical economics : a quarterly journal of the … 61 (2021) 3, pp. 1281-1309
Persistent link: https://www.econbiz.de/10012616950
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Grabit : gradient tree-boosted Tobit models for default prediction
Sigrist, Fabio; Hirnschall, Christoph - In: Journal of banking & finance 102 (2019), pp. 177-192
Persistent link: https://www.econbiz.de/10012162742
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Insolvency prediction in the presence of data inconsistencies
Mendes, A.; Cardoso, R. L.; Mário, P. C.; Martinez, A. L. - In: Intelligent systems in accounting finance and … 21 (2014) 3, pp. 155-167
Persistent link: https://www.econbiz.de/10011348621
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Corporate failure prediction using threshold-based models
Veganzones, David - In: Journal of forecasting 41 (2022) 5, pp. 956-979
Persistent link: https://www.econbiz.de/10013287892
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EU-27 bank failure prediction with C5.0 decision trees and deep learning neural networks
Kristóf, Tamás; Virág, Miklós - In: Research in international business and finance 61 (2022), pp. 1-17
Persistent link: https://www.econbiz.de/10014240075
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A new approach to deal with variable selection in neural networks : an application to bankruptcy prediction
Abid, Ilyes; Ayadi, Rim; Guesmi, Khaled; Mkaouar, Farid - In: Risk management decisions and value under uncertainty, (pp. 605-623). 2022
Persistent link: https://www.econbiz.de/10013341961
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Machine learning techniques for default prediction : an application to small Italian companies
Bazzana, Flavio; Bee, Marco; Khatir, Ahmed Almustfa … - In: Risk management : an international journal 26 (2024) 1, pp. 1-23
Persistent link: https://www.econbiz.de/10014478823
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Insolvency prediction from fuzzy classification and financial projection
Castiblanco, Fabian; Sánchez Villamil, Deisy Nohemí; … - In: Fuzzy economic review : the review of the International … 26 (2021) 1, pp. 49-73
Persistent link: https://www.econbiz.de/10014490848
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Insurers' Insolvency Prediction Using Random Forest Classification
Kartasheva, Anastasia V. - 2015
This paper uses a modification of the Random Forest classification algorithm to predict insolvency of insurers. RF … compared to other existing methods. In addition, RF classification can be used to gather further insights about the fragile … companies. It ranks the explanatory variables in the order of their ability to predict insolvency. Also it is used to describe …
Persistent link: https://www.econbiz.de/10013034600