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Identifying failing companies: a re-evaluation of the logit, probit and DA approaches

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Cited by:

  1. Li, Chunyu & Lou, Chenxin & Luo, Dan & Xing, Kai, 2021. "Chinese corporate distress prediction using LASSO: The role of earnings management," International Review of Financial Analysis, Elsevier, vol. 76(C).
  2. Juan Sebastián Lemus & Adriana María Corredor-Waldron & Javier Gutiérrez Rueda, 2012. "Fragility determinants of the private corporate sector in Colombia," Temas de Estabilidad Financiera 066, Banco de la Republica de Colombia.
  3. Juan S. Lemus-Esquivel & Carlos A. Quicazán-Moreno & Jorge L. Hurtado-Guarín & Angélica Lizarazo-Cuéllar, 2015. "Financial Soundness Index for the Private Corporate Sector in Colombia," Borradores de Economia 898, Banco de la Republica de Colombia.
  4. Christophe Schalck & Meryem Yankol-Schalck, 2021. "Predicting French SME failures: new evidence from machine learning techniques," Applied Economics, Taylor & Francis Journals, vol. 53(51), pages 5948-5963, November.
  5. Ben Jabeur, Sami, 2017. "Bankruptcy prediction using Partial Least Squares Logistic Regression," Journal of Retailing and Consumer Services, Elsevier, vol. 36(C), pages 197-202.
  6. McCann, Fergal & McIndoe-Calder, Tara, 2012. "Determinants of SME Loan Default: The Importance of Borrower-Level Heterogeneity," Research Technical Papers 06/RT/12, Central Bank of Ireland.
  7. Holian, Matthew & Joffe, Marc, 2013. "Assessing Municipal Bond Default Probabilities," MPRA Paper 46728, University Library of Munich, Germany.
  8. M. Hashem Pesaran & Til Schuermann & Bjorn-Jakob Treutler, 2007. "Global Business Cycles and Credit Risk," NBER Chapters, in: The Risks of Financial Institutions, pages 419-469, National Bureau of Economic Research, Inc.
  9. Holger Görg & Marina-Eliza Spaliara, 2014. "Financial Health, Exports and Firm Survival: Evidence from UK and French Firms," Economica, London School of Economics and Political Science, vol. 81(323), pages 419-444, July.
  10. Hanson, Samuel G. & Pesaran, M. Hashem & Schuermann, Til, 2008. "Firm heterogeneity and credit risk diversification," Journal of Empirical Finance, Elsevier, vol. 15(4), pages 583-612, September.
  11. Mahfuzur Rahman & Cheong Li Sa & Md. Abdul Kaium Masud, 2021. "Predicting Firms’ Financial Distress: An Empirical Analysis Using the F-Score Model," JRFM, MDPI, vol. 14(5), pages 1-16, May.
  12. 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.
  13. José Eduardo Gómez González & Ines Paola Orozco Hinojosa, 2010. "Un modelo de alerta temprana para el sistema financiero colombiano," Revista ESPE - Ensayos sobre Política Económica, Banco de la Republica de Colombia, vol. 28(62), pages 124-147, June.
  14. 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.
  15. Keshari, Pradeep Kumar, 2013. "Comparative performance of foreign affiliates and domestic firms in the Indian machinery industry," MPRA Paper 33076, University Library of Munich, Germany, revised 20 Apr 2013.
  16. Martin Kukuk & Michael Rönnberg, 2013. "Corporate credit default models: a mixed logit approach," Review of Quantitative Finance and Accounting, Springer, vol. 40(3), pages 467-483, April.
  17. Chiara Pederzoli & Grid Thoma & Costanza Torricelli, 2013. "Modelling Credit Risk for Innovative SMEs: the Role of Innovation Measures," Journal of Financial Services Research, Springer;Western Finance Association, vol. 44(1), pages 111-129, August.
  18. Surbhi Bhatia & Manish K. Singh, 2022. "Fifty years since Altman (1968): Performance of financial distress prediction models," Working Papers 12, xKDR.
  19. Şaban Çelik & Bora Aktan & Bruce Burton, 2022. "Firm dynamics and bankruptcy processes: A new theoretical model," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 41(3), pages 567-591, April.
  20. Fergal McCann & Tara McIndoe-Calder, 2015. "Firm size, credit scoring accuracy and banks' production of soft information," Applied Economics, Taylor & Francis Journals, vol. 47(33), pages 3594-3611, July.
  21. 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.
  22. repec:zbw:bofitp:2004_021 is not listed on IDEAS
  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. Alessandra Amendola & Marialuisa Restaino & Luca Sensini, 2013. "Corporate Financial Distress And Bankruptcy: A Comparative Analysis In France, Italy And Spain," Global Economic Observer, "Nicolae Titulescu" University of Bucharest, Faculty of Economic Sciences;Institute for World Economy of the Romanian Academy, vol. 1(2), pages 131-142, November.
  25. Sarah Bridges & Alessandra Guariglia, 2008. "Financial Constraints, Global Engagement, And Firm Survival In The United Kingdom: Evidence From Micro Data," Scottish Journal of Political Economy, Scottish Economic Society, vol. 55(4), pages 444-464, September.
  26. Foreman, R. Dean, 2003. "A logistic analysis of bankruptcy within the US local telecommunications industry," Journal of Economics and Business, Elsevier, vol. 55(2), pages 135-166.
  27. María Jesús Abellán Madrid & Antonio García-Tabuenca & Cristina Suárez Gálvez, 2015. "R&D investments and firm survival across regions," Chapters, in: Charlie Karlsson & Urban Gråsjö & Sofia Wixe (ed.), Innovation and Entrepreneurship in the Global Economy, chapter 1, pages 21-43, Edward Elgar Publishing.
  28. Bhattacharjee, Arnab & Hany, Jie, 2010. "Financial Distress in Chinese Industry: Microeconomic, Macroeconomic and Institutional Infuences," SIRE Discussion Papers 2010-53, Scottish Institute for Research in Economics (SIRE).
  29. Juan S. Lemus-Esquivel & Carlos A. Quicazán-Moreno & Jorge L. Hurtado-Guarín & Angélica Lizarazo-Cuéllar, 2015. "Financial Soundness Index for the Private Corporate Sector in Colombia," Temas de Estabilidad Financiera 82, Banco de la Republica de Colombia.
  30. Sanjiv R. Das & Darrell Duffie & Nikunj Kapadia & Leandro Saita, 2007. "Common Failings: How Corporate Defaults Are Correlated," Journal of Finance, American Finance Association, vol. 62(1), pages 93-117, February.
  31. M. A. Lagesh & Maram Srikanth & Debashis Acharya, 2018. "Corporate Performance during Business Cycles: Evidence from Indian Manufacturing Firms," Global Business Review, International Management Institute, vol. 19(5), pages 1261-1274, October.
  32. Dedman, Elisabeth & Lin, Stephen W. -J., 2002. "Shareholder wealth effects of CEO departures: evidence from the UK," Journal of Corporate Finance, Elsevier, vol. 8(1), pages 81-104, January.
  33. Mizen, Paul & Tsoukas, Serafeim, 2012. "Forecasting US bond default ratings allowing for previous and initial state dependence in an ordered probit model," International Journal of Forecasting, Elsevier, vol. 28(1), pages 273-287.
  34. Lobna Abid & Afif Masmoudi & Sonia Zouari-Ghorbel, 2018. "The Consumer Loan’s Payment Default Predictive Model: an Application of the Logistic Regression and the Discriminant Analysis in a Tunisian Commercial Bank," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 9(3), pages 948-962, September.
  35. Daniel Porath, 2006. "Estimating probabilities of default for German savings banks and credit cooperatives," Schmalenbach Business Review (sbr), LMU Munich School of Management, vol. 58(3), pages 214-233, July.
  36. Peresetsky, A. A., 2011. "What factors drive the Russian banks license withdrawal," MPRA Paper 41507, University Library of Munich, Germany.
  37. Juan S. Lemus-Esquivel & Carlos A. Quicazán-Morenoy & Jorge L. Hurtado-Guarínz & Angélica Lizarazo-Cuéllarx, 2015. "Financial Soundness Index for the Private Corporate Sector in Colombia," IHEID Working Papers 08-2015, Economics Section, The Graduate Institute of International Studies.
  38. García-Vega, María & Guariglia, Alessandra & Spaliara, Marina-Eliza, 2012. "Volatility, financial constraints, and trade," International Review of Economics & Finance, Elsevier, vol. 21(1), pages 57-76.
  39. Şaban Çelik, 2013. "Micro Credit Risk Metrics: A Comprehensive Review," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 20(4), pages 233-272, October.
  40. Shiyi Chen & Wolfgang Härdle & Rouslan Moro, 2006. "Estimation of Default Probabilities with Support Vector Machines," SFB 649 Discussion Papers SFB649DP2006-077, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
  41. Lili Li & Jun Yang & Xin Zou, 2016. "A study of credit risk of Chinese listed companies: ZPP versus KMV," Applied Economics, Taylor & Francis Journals, vol. 48(29), pages 2697-2710, June.
  42. Lu, Yang-Cheng & Shen, Chung-Hua & Wei, Yu-Chen, 2013. "Revisiting early warning signals of corporate credit default using linguistic analysis," Pacific-Basin Finance Journal, Elsevier, vol. 24(C), pages 1-21.
  43. 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.
  44. Giovanni Butera & Robert Faff, 2006. "An integrated multi-model credit rating system for private firms," Review of Quantitative Finance and Accounting, Springer, vol. 27(3), pages 311-340, November.
  45. Shin-ichi Fukuda & Munehisa Kasuya & Kentaro Akashi, 2008. "Impaired Bank Health and Default Risk ( Forthcoming in "Pacific-Basin Finance Journal". )," CARF F-Series CARF-F-122, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
  46. Steffen Mueller & Jens Stegmaier, 2015. "Economic failure and the role of plant age and size," Small Business Economics, Springer, vol. 44(3), pages 621-638, March.
  47. Gómez-González, José Eduardo & Hinojosa, Inés Paola Orozco, 2010. "Estimation of conditional time-homogeneous credit quality transition matrices," Economic Modelling, Elsevier, vol. 27(1), pages 89-96, January.
  48. Tharwah Shaalan, 2018. "Classification of Lending Risks and Interpretation of Operational Efficiency in Islamic Banks Registered on the Bahrain Stock Exchange," International Journal of Economics and Financial Issues, Econjournals, vol. 8(6), pages 151-156.
  49. repec:ntu:ntugeo:vol1-iss2s-13-131 is not listed on IDEAS
  50. Chiara Pederzoli & Grid Thoma & Costanza Torricelli, 2011. "Modelling credit risk for innovative firms: the role of innovation measures," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0025, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
  51. Javier Gutiérrez Rueda, 2010. "Un análisis de riesgo de crédito de las empresas del sector real y sus determinantes," Vniversitas Económica 8291, Universidad Javeriana - Bogotá.
  52. Marek Gruszczynski, 2004. "Financial distress of companies in Poland," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 10(4), pages 249-256, November.
  53. de Haan, Leo & Kakes, Jan, 2010. "Are non-risk based capital requirements for insurance companies binding?," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1618-1627, July.
  54. 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.
  55. Amendola, Alessandra & Restaino, Marialuisa & Sensini, Luca, 2015. "An analysis of the determinants of financial distress in Italy: A competing risks approach," International Review of Economics & Finance, Elsevier, vol. 37(C), pages 33-41.
  56. Ronan Powell & Alfred Yawson, 2007. "Are Corporate Restructuring Events Driven by Common Factors? Implications for Takeover Prediction," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(7‐8), pages 1169-1192, September.
  57. Casado Yusta, Silvia & Nœ–ez Letamendía, Laura & Pacheco Bonrostro, Joaqu’n Antonio, 2018. "Predicting Corporate Failure: The GRASP-LOGIT Model || Predicci—n de la quiebra empresarial: el modelo GRASP-LOGIT," Revista de Métodos Cuantitativos para la Economía y la Empresa = Journal of Quantitative Methods for Economics and Business Administration, Universidad Pablo de Olavide, Department of Quantitative Methods for Economics and Business Administration, vol. 26(1), pages 294-314, Diciembre.
  58. 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.
  59. Fukuda, Shin-ichi & Kasuya, Munehisa & Akashi, Kentaro, 2009. "Impaired bank health and default risk," Pacific-Basin Finance Journal, Elsevier, vol. 17(2), pages 145-162, April.
  60. Carlo Caserio & Delio Panaro & Sara Trucco, 2014. "A statistical analysis of reliability of audit opinions as bankruptcy predictors," Discussion Papers 2014/174, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
  61. Kim, Soo Y. & Upneja, Arun, 2014. "Predicting restaurant financial distress using decision tree and AdaBoosted decision tree models," Economic Modelling, Elsevier, vol. 36(C), pages 354-362.
  62. Fotios Pasiouras & Chrysovalantis Gaganis & Constantin Zopounidis, 2008. "Regulations, Supervision Approaches and Acquisition Likelihood in the Asian Banking Industry," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 15(2), pages 135-154, June.
  63. Pasquale De Luca, 2017. "The Company Fundamental Analysis and the Default Risk Ratio," International Journal of Business and Management, Canadian Center of Science and Education, vol. 12(10), pages 1-79, September.
  64. Anatoly Peresetsky & Alexandr Karminsky & Sergei Golovan, 2011. "Probability of default models of Russian banks," Economic Change and Restructuring, Springer, vol. 44(4), pages 297-334, November.
  65. Fernando Zambrano Farias & María del Carmen Valls Martínez & Pedro Antonio Martín-Cervantes, 2021. "Explanatory Factors of Business Failure: Literature Review and Global Trends," Sustainability, MDPI, vol. 13(18), pages 1-26, September.
  66. Philip Bunn & Victoria Redwood, 2003. "Company accounts based modelling of business failures and the implications for financial stability," Bank of England working papers 210, Bank of England.
  67. Zhang, Qiong & Shi, Yupeng & He, Angda & Wen, Xueting, 2017. "Property rights security and firm survival: Micro-data evidence from China," China Economic Review, Elsevier, vol. 44(C), pages 296-310.
  68. Alessandra Amendola & Marialuisa Restaino & Luca Sensini, 2010. "Variabile Selection in Forecasting Models for Corporate Bankruptcy," Working Papers 3_216, Dipartimento di Scienze Economiche e Statistiche, Università degli Studi di Salerno.
  69. Christian Lohmann & Thorsten Ohliger, 2017. "Nonlinear Relationships and Their Effect on the Bankruptcy Prediction," Schmalenbach Business Review, Springer;Schmalenbach-Gesellschaft, vol. 18(3), pages 261-287, August.
  70. 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.
  71. Swami, Onkar Shivraj & Vishnu Kumar, N. Arun & Baruah, Palash, 2012. "Determinants of the exit decision of foreign banks in India," MPRA Paper 38722, University Library of Munich, Germany.
  72. fernández, María t. Tascón & gutiérrez, Francisco J. Castaño, 2012. "Variables y Modelos Para La Identificación y Predicción Del Fracaso Empresarial: Revisión de La Investigación Empírica Reciente," Revista de Contabilidad - Spanish Accounting Review, Elsevier, vol. 15(1), pages 7-58.
  73. Zhou Lu & Zhuyao Zhuo, 2021. "Modelling of Chinese corporate bond default – A machine learning approach," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(5), pages 6147-6191, December.
  74. Tamara Ayœs, Armando Lenin & Villegas, Gladis Cecilia & Leones Castro, María Cristina & Salazar Bocanegra, Juan Antonio, 2018. "Modelaci—n del riesgo de insolvencia en empresas del sector salud empleando modelos logit || Modeling of Insolvency Risk in Health Sector Companies Using Logit Models," Revista de Métodos Cuantitativos para la Economía y la Empresa = Journal of Quantitative Methods for Economics and Business Administration, Universidad Pablo de Olavide, Department of Quantitative Methods for Economics and Business Administration, vol. 26(1), pages 128-145, Diciembre.
  75. Pasaribu, Rowland Bismark Fernando, 2008. "Penggunaan Binary Logit untuk Prediksi Financial Distress Perusahaan Yang Tercatat Di Bursa Efek Jakarta [Financial Distress Prediction In Indonesian Stock Exchange]," MPRA Paper 36980, University Library of Munich, Germany.
  76. Oscar Martínez A., 2003. "Determinantes de Fragilidad en las Empresas Colombianas," Borradores de Economia 259, Banco de la Republica de Colombia.
  77. Paz Rico Belda & Bernardí Cabrer-Borrás, 2021. "Size and survival of the hospitality industry: The case of Spain," Tourism Economics, , vol. 27(5), pages 933-951, August.
  78. Oscar Martínez A., 2003. "Determinantes de fragilidad en las empresas colombianas," Temas de Estabilidad Financiera 001, Banco de la Republica de Colombia.
  79. Piñeiro-Chousa, Juan & López-Cabarcos, M. Ángeles & Sevic, Aleksandar & González-López, Isaac, 2022. "A preliminary assessment of the performance of DeFi cryptocurrencies in relation to other financial assets, volatility, and user-generated content," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
  80. Puertas Medina, Rosa & Selva, Maria Luisa Martí, 2013. "Análise do credit scoring," RAE - Revista de Administração de Empresas, FGV-EAESP Escola de Administração de Empresas de São Paulo (Brazil), vol. 53(3), May.
  81. Mohammad Mahdi Mousavi & Jamal Ouenniche, 2018. "Multi-criteria ranking of corporate distress prediction models: empirical evaluation and methodological contributions," Annals of Operations Research, Springer, vol. 271(2), pages 853-886, December.
  82. Sidika Gulfem Bayram, 2017. "Rational–Irrational Investor Sentiments and Emerging Stock Market Returns: A Comparison from Turkey," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 16(3), pages 219-245, December.
  83. Stef, Nicolae & Bissieux, Jean-Joachim, 2022. "Resolution of corporate insolvency during COVID-19 pandemic. Evidence from France," International Review of Law and Economics, Elsevier, vol. 70(C).
  84. Bhattacharjee, Arnab & Han, Jie, 2014. "Financial distress of Chinese firms: Microeconomic, macroeconomic and institutional influences," China Economic Review, Elsevier, vol. 30(C), pages 244-262.
  85. Yu He & Lei Xu & Minhua Yang, 2021. "The impact of tunnelling on financial distress and resolution: Evidence from listed firms in China," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 1773-1792, April.
  86. Arnab Bhattacharjee & Chris Higson & Sean Holly & Paul Kattuman, 2007. "Macroeconomic Conditions and Business Exit: Determinants of Failures and Acquisitions of UK Firms," CDMA Working Paper Series 200713, Centre for Dynamic Macroeconomic Analysis.
  87. Sami Ben Jabeur & Youssef Fahmi, 2018. "Forecasting financial distress for French firms: a comparative study," Empirical Economics, Springer, vol. 54(3), pages 1173-1186, May.
  88. Costeiu, Adrian & Neagu, Florian, 2013. "Bridging the banking sector with the real economy: a financial stability perspective," Working Paper Series 1592, European Central Bank.
  89. Qunfeng LIAO & Seyed MEHDIAN, 2016. "Measuring Financial Distress And Predicting Corporate Bankruptcy: An Index Approach," Review of Economic and Business Studies, Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, issue 17, pages 33-51, June.
  90. Anatoly Peresetsky & Alexandr Karminsky & Sergei Golovan, 2011. "Probability of default models of Russian banks," Economic Change and Restructuring, Springer, vol. 44(4), pages 297-334, November.
  91. Пересецкий А.А., 2007. "Методы Оценки Вероятности Дефолта Банков," Журнал Экономика и математические методы (ЭММ), Центральный Экономико-Математический Институт (ЦЭМИ), vol. 43(3), июль.
  92. Massimo Libertucci & Francesco Piersante, 2012. "Start-up banks� default and the role of capital," Temi di discussione (Economic working papers) 890, Bank of Italy, Economic Research and International Relations Area.
  93. Ioannidis, Christos & Pasiouras, Fotios & Zopounidis, Constantin, 2010. "Assessing bank soundness with classification techniques," Omega, Elsevier, vol. 38(5), pages 345-357, October.
  94. Zhao, Weijia & Cui, Xin & Wang, Chunfeng & Wu, Ji (George) & He, Feng, 2022. "Couple-based leadership and default risk: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 439-463.
  95. Amélia Ferreira da Silva & José Henrique Brito & Mariline Lourenço & José Manuel Pereira, 2023. "Sustainability of Transport Sector Companies: Bankruptcy Prediction Based on Artificial Intelligence," Sustainability, MDPI, vol. 15(23), pages 1-13, December.
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