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An Empirical Comparison of Bankruptcy Models

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Cited by:

  1. Catherine Refait, 2000. "Estimation du risque de défaut par une modélisation stochastique du bilan : Application à des firmes industrielles françaises," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-03718527, HAL.
  2. John Y. Campbell & Jens Hilscher & Jan Szilagyi, 2008. "In Search of Distress Risk," Journal of Finance, American Finance Association, vol. 63(6), pages 2899-2939, December.
  3. K.K. Jain & P.K. Gupta & Sanjiv Mittal, 2011. "Logistic Predictive Model for SMEs Financing in India," Vision, , vol. 15(4), pages 331-346, December.
  4. du Jardin, Philippe, 2010. "Predicting bankruptcy using neural networks and other classification methods: the influence of variable selection techniques on model accuracy," MPRA Paper 44375, University Library of Munich, Germany.
  5. Dariusz Wędzki, 2005. "Multivariate analysis of bankruptcy on the example of building industry," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 15(2), pages 59-81.
  6. Alessandra Amendola & Francesco Giordano & Maria Lucia Parrella & Marialuisa Restaino, 2017. "Variable selection in high‐dimensional regression: a nonparametric procedure for business failure prediction," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 33(4), pages 355-368, August.
  7. CIOTINA Daniela & CIOTINA Ioan Marius, 2013. "Symptoms of Bankruptcy and Prediction Models of Bankruptcy Risk," Anale. Seria Stiinte Economice. Timisoara, Faculty of Economics, Tibiscus University in Timisoara, vol. 0, pages 114-121, May.
  8. Dror Parnes, 2010. "The information content of analysts reports and bankruptcy risk measures," Applied Financial Economics, Taylor & Francis Journals, vol. 20(19), pages 1499-1513.
  9. Taylor Randall & Serguei Netessine & Nils Rudi, 2006. "An Empirical Examination of the Decision to Invest in Fulfillment Capabilities: A Study of Internet Retailers," Management Science, INFORMS, vol. 52(4), pages 567-580, April.
  10. Philosophov, Leonid V. & Philosophov, Vladimir L., 2005. "Optimization of a firm's capital structure: A quantitative approach based on a probabilistic prognosis of risk and time of bankruptcy," International Review of Financial Analysis, Elsevier, vol. 14(2), pages 191-209.
  11. Dionisio Buendía-Carrillo & Juan Lara-Rubio & Andrés Navarro-Galera & María Elena Gómez-Miranda, 2020. "The impact of population size on the risk of local government default," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 27(5), pages 1264-1286, October.
  12. Gémar, Germán & Moniche, Laura & Morales, Antonio J., 2016. "Survival analysis of the Spanish hotel industry," Tourism Management, Elsevier, vol. 54(C), pages 428-438.
  13. Balcaen, Sofie & Ooghe, Hubert, 2006. "35 years of studies on business failure: an overview of the classic statistical methodologies and their related problems," The British Accounting Review, Elsevier, vol. 38(1), pages 63-93.
  14. Mauro Paoloni & Massimiliano Celli, 2018. "Crisi delle PMI e strumenti di warning. Un test di verifica nel settore manifatturiero," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2018(2), pages 85-106.
  15. Kun Jiang & Susheng Wang, 2024. "Survival tactics for distressed firms in emerging markets," Asia Pacific Journal of Management, Springer, vol. 41(2), pages 823-866, June.
  16. Gianfranco Lombardo & Mattia Pellegrino & George Adosoglou & Stefano Cagnoni & Panos M. Pardalos & Agostino Poggi, 2022. "Machine Learning for Bankruptcy Prediction in the American Stock Market: Dataset and Benchmarks," Future Internet, MDPI, vol. 14(8), pages 1-23, August.
  17. Lucia Svabova & Lucia Michalkova & Marek Durica & Elvira Nica, 2020. "Business Failure Prediction for Slovak Small and Medium-Sized Companies," Sustainability, MDPI, vol. 12(11), pages 1-14, June.
  18. Philosophov, Leonid V. & Philosophov, Vladimir L., 2002. "Corporate bankruptcy prognosis: An attempt at a combined prediction of the bankruptcy event and time interval of its occurrence," International Review of Financial Analysis, Elsevier, vol. 11(3), pages 375-406.
  19. Wikil Kwak & Yong Shi & Gang Kou, 2012. "Bankruptcy prediction for Korean firms after the 1997 financial crisis: using a multiple criteria linear programming data mining approach," Review of Quantitative Finance and Accounting, Springer, vol. 38(4), pages 441-453, May.
  20. Khaled Abdou & Oscar Varela, 2009. "Is there a puzzle in the failure of venture capital backed portfolio companies?," Applied Financial Economics, Taylor & Francis Journals, vol. 19(18), pages 1439-1452.
  21. du Jardin, Philippe & Séverin, Eric, 2012. "Forecasting financial failure using a Kohonen map: A comparative study to improve model stability over time," European Journal of Operational Research, Elsevier, vol. 221(2), pages 378-396.
  22. Laitinen, Erkki K., 2007. "Classification accuracy and correlation: LDA in failure prediction," European Journal of Operational Research, Elsevier, vol. 183(1), pages 210-225, November.
  23. Sami Ben Jabeur & Youssef Fahmi, 2014. "Les modèles de prévision de la défaillance des entreprises françaises : une approche comparative," Working Papers 2014-317, Department of Research, Ipag Business School.
  24. Joh, Sung Wook, 2003. "Corporate governance and firm profitability: evidence from Korea before the economic crisis," Journal of Financial Economics, Elsevier, vol. 68(2), pages 287-322, May.
  25. Ahmad Ali Jan & Muhammad Tahir & Fong-Woon Lai & Amin Jan & Mehreen Mehreen & Salaheldin Hamad, 2019. "Bankruptcy Profile of the Islamic Banking Industry: Evidence from Pakistan," Business Management and Strategy, Macrothink Institute, vol. 10(2), pages 265-284, December.
  26. Mattia Pellegrino & Gianfranco Lombardo & George Adosoglou & Stefano Cagnoni & Panos M. Pardalos & Agostino Poggi, 2024. "A Multi-Head LSTM Architecture for Bankruptcy Prediction with Time Series Accounting Data," Future Internet, MDPI, vol. 16(3), pages 1-20, February.
  27. Fayçal Mraihi, 2016. "Distressed Company Prediction Using Logistic Regression: Tunisian’s Case," Quarterly Journal of Business Studies, Research Academy of Social Sciences, vol. 2(1), pages 34-54.
  28. Florin Mihai Magda & Adina Elena Danuletiu, 2015. "Econometric Model Used In Decision-Making Process Of Company Financing," Romanian Economic Business Review, Romanian-American University, vol. 10(3), pages 57-82, September.
  29. du Jardin, Philippe, 2009. "Bankruptcy prediction models: How to choose the most relevant variables?," MPRA Paper 44380, University Library of Munich, Germany.
  30. Ángel Beade & Manuel Rodríguez & José Santos, 2024. "Business failure prediction models with high and stable predictive power over time using genetic programming," Operational Research, Springer, vol. 24(3), pages 1-41, September.
  31. du Jardin, Philippe, 2012. "The influence of variable selection methods on the accuracy of bankruptcy prediction models," MPRA Paper 44383, University Library of Munich, Germany.
  32. Marco Muscettola, 2016. "Medium Risk Companies: The Probability of Notching-Up," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 8(12), pages 63-76, December.
  33. Abdelghani Maddi, 2018. "Analyse scientométrique de la crise économique," CEPN Working Papers 2018-08, Centre d'Economie de l'Université de Paris Nord.
  34. Kulcsar Edina, 2014. "Analysis Of Romanian Small And Medium Enterprises Bankruptcy Risk," Annals of Faculty of Economics, University of Oradea, Faculty of Economics, vol. 1(1), pages 928-937, July.
  35. Westgaard, Sjur & van der Wijst, Nico, 2001. "Default probabilities in a corporate bank portfolio: A logistic model approach," European Journal of Operational Research, Elsevier, vol. 135(2), pages 338-349, December.
  36. Philosophov, Leonid V. & Philosophov, Vladimir L., 1999. "Optimization of corporate capital structure A probabilistic Bayesian approach," International Review of Financial Analysis, Elsevier, vol. 8(3), pages 199-214, March.
  37. Sebastian Klaudiusz Tomczak, 2020. "Multi-class Models for Assessing the Financial Condition of Manufacturing Enterprises," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 14(2), June.
  38. Denis Kušter & Bojana Vuković & Sunčica Milutinović & Kristina Peštović & Teodora Tica & Dejan Jakšić, 2023. "Early Insolvency Prediction as a Key for Sustainable Business Growth," Sustainability, MDPI, vol. 15(21), pages 1-24, October.
  39. Amin Jan & Maran Marimuthu, 2016. "Bankruptcy Profile of Foreign versus Domestic Islamic Banks of Malaysia: A Post Crisis Period Analysis," International Journal of Economics and Financial Issues, Econjournals, vol. 6(1), pages 332-346.
  40. Maurice Peat, 2007. "Factors Affecting the Probability of Bankruptcy: A Managerial Decision Based Approach," Abacus, Accounting Foundation, University of Sydney, vol. 43(3), pages 303-324, September.
  41. Stefán B. Gunnlaugsson, 2017. "Credit Risk Of Icelandic Municipalities," Oradea Journal of Business and Economics, University of Oradea, Faculty of Economics, vol. 2(2), pages 7-15, September.
  42. Lin, Hsiou-Wei William & Lo, Huai-Chun & Wu, Ruei-Shian, 2016. "Modeling default prediction with earnings management," Pacific-Basin Finance Journal, Elsevier, vol. 40(PB), pages 306-322.
  43. Abdelghani Maddi, 2018. "Analyse scientométrique de la crise économique : Courants de pensée, auteurs influents et thématiques," Working Papers hal-01922256, HAL.
  44. David Alaminos & Agustín del Castillo & Manuel Ángel Fernández, 2016. "A Global Model for Bankruptcy Prediction," PLOS ONE, Public Library of Science, vol. 11(11), pages 1-18, November.
  45. Philippe Jardin & David Veganzones & Eric Séverin, 2019. "Forecasting Corporate Bankruptcy Using Accrual-Based Models," Computational Economics, Springer;Society for Computational Economics, vol. 54(1), pages 7-43, June.
  46. Maria Eleni Agoraki & Anastasios Tsamis, 2017. "Bank Profitability and Regulation in Emerging European Markets," Multinational Finance Journal, Multinational Finance Journal, vol. 21(3), pages 177-210, September.
  47. Laitinen, Erkki K. & Laitinen, Teija, 2000. "Bankruptcy prediction: Application of the Taylor's expansion in logistic regression," International Review of Financial Analysis, Elsevier, vol. 9(4), pages 327-349.
  48. Bastien Lextrait, 2021. "Scaling up SME's credit scoring scope with LightGBM," EconomiX Working Papers 2021-25, University of Paris Nanterre, EconomiX.
  49. Cochran, James J. & Darrat, Ali F. & Elkhal, Khaled, 2006. "On the bankruptcy of internet companies: An empirical inquiry," Journal of Business Research, Elsevier, vol. 59(10-11), pages 1193-1200, October.
  50. repec:hal:cepnwp:hal-01922256 is not listed on IDEAS
  51. Marco Muscettola, 2019. "Distinctiveness of Highly Risky Italian Firms That are Saved-A Logistic Approach," Applied Economics and Finance, Redfame publishing, vol. 6(1), pages 64-73, January.
  52. Boubaker, Sabri & Hamza, Taher & Vidal-García, Javier, 2018. "Financial distress and equity returns: A leverage-augmented three-factor model," Research in International Business and Finance, Elsevier, vol. 46(C), pages 1-15.
  53. Maurice Peat, 2001. "Bankruptcy Probability: A Theoretical and Empirical Examination," PhD Thesis, Finance Discipline Group, UTS Business School, University of Technology, Sydney, number 1-2001, January-A.
  54. Sanvicente, A. Z & Minardi, A. M. A. F, 1998. "Identificação de indicadores contábeis significativos para previsão de concordata de empresas," Finance Lab Working Papers flwp_3, Finance Lab, Insper Instituto de Ensino e Pesquisa.
  55. Sung Wook Joh, 2004. "The Korean Economic Crisis and Corporate Governance System," NBER Chapters, in: Governance, Regulation, and Privatization in the Asia-Pacific Region, National Bureau of Economic Research, Inc.
  56. Xavier Bredart, 2014. "Firms under Judicial Protection: A Profitable Investment?," Research in World Economy, Research in World Economy, Sciedu Press, vol. 5(2), pages 14-22, September.
  57. Pankaj Baag, 2014. "Predicting The Probability Of Default Using Asset Correlation Of A Loan Portfolio," Working papers 151, Indian Institute of Management Kozhikode.
  58. Fayçal Mraihi & Inane Kanzari & Mohamed Tahar Rajhi, 2015. "Development of a Prediction Model of Failure in Tunisian Companies: Comparison between Logistic Regression and Support Vector Machines," International Journal of Empirical Finance, Research Academy of Social Sciences, vol. 4(3), pages 184-205.
  59. Onofrei, Mihaela & Lupu, Dan, 2014. "The modelling of forecasting the bankruptcy in Romania," MPRA Paper 95511, University Library of Munich, Germany.
  60. Antonio Pelaez-Verdet & Pilar Loscertales-Sanchez, 2021. "Key Ratios for Long-Term Prediction of Hotel Financial Distress and Corporate Default: Survival Analysis for an Economic Stagnation," Sustainability, MDPI, vol. 13(3), pages 1-17, January.
  61. Maurice Peat, 2001. "Bankruptcy Probability: A Theoretical and Empirical Examination," PhD Thesis, Finance Discipline Group, UTS Business School, University of Technology, Sydney, number 20, July-Dece.
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