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Logit versus discriminant analysis : A specification test and application to corporate bankruptcies

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Cited by:

  1. BATRANCEA Ioan & BATRANCEA Larissa & STOIA Ioan, 2013. "Statistical Study On The Risk Of Bankruptcy In Bank," Revista Economica, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 65(5), pages 18-30.
  2. Premachandra, I.M. & Bhabra, Gurmeet Singh & Sueyoshi, Toshiyuki, 2009. "DEA as a tool for bankruptcy assessment: A comparative study with logistic regression technique," European Journal of Operational Research, Elsevier, vol. 193(2), pages 412-424, March.
  3. Harlan Platt & Marjorie Platt, 2002. "Predicting corporate financial distress: Reflections on choice-based sample bias," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 26(2), pages 184-199, June.
  4. Mohammad Mahdi Mousavi & Jamal Ouenniche & Kaoru Tone, 2023. "A dynamic performance evaluation of distress prediction models," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 42(4), pages 756-784, July.
  5. Kung, Ko-Lun & MacMinn, Richard D. & Kuo, Weiyu & Tsai, Chenghsien Jason, 2022. "Multi-population mortality modeling: When the data is too much and not enough," Insurance: Mathematics and Economics, Elsevier, vol. 103(C), pages 41-55.
  6. 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.
  7. Bertrand Hassani & Xin Zhao, 2014. "Reconsidering Corporate Ratings," Post-Print hal-01117683, HAL.
  8. repec:hum:wpaper:sfb649dp2012-030 is not listed on IDEAS
  9. Härdle, Wolfgang Karl & Prastyo, Dedy Dwi, 2013. "Default risk calculation based on predictor selection for the Southeast Asian industry," SFB 649 Discussion Papers 2013-037, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
  10. Sueyoshi, Toshiyuki & Goto, Mika, 2009. "Methodological comparison between DEA (data envelopment analysis) and DEA-DA (discriminant analysis) from the perspective of bankruptcy assessment," European Journal of Operational Research, Elsevier, vol. 199(2), pages 561-575, December.
  11. Josep M. Argilés, 1998. "Accounting information and the prediction of farm viability," Economics Working Papers 277, Department of Economics and Business, Universitat Pompeu Fabra.
  12. Michael Willoughby & Pedro Carmona & Alexandre Momparler, 2011. "The effects of the provision of consulting services on audit reporting quality," The Service Industries Journal, Taylor & Francis Journals, vol. 32(3), pages 411-429, February.
  13. Dejan JOVANOVIĆ & Mirjana TODOROVIĆ & Milka GRBIĆ, 2017. "Financial Indicators As Predictors Of Illiquidity," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(1), pages 128-149, March.
  14. 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.
  15. Yu Zhao & Shaopeng Wei & Yu Guo & Qing Yang & Xingyan Chen & Qing Li & Fuzhen Zhuang & Ji Liu & Gang Kou, 2022. "Combining Intra-Risk and Contagion Risk for Enterprise Bankruptcy Prediction Using Graph Neural Networks," Papers 2202.03874, arXiv.org, revised Jul 2022.
  16. Batrancea Ioan & Bechis Liviu & Batrancea Larissa & Stoia Ioan, 2013. "Ratios Method - A Way Of Measuring The Local Government Performance," Annals of Faculty of Economics, University of Oradea, Faculty of Economics, vol. 1(2), pages 296-304, December.
  17. Iman Aghaei & Amin Sokhanvar, 2020. "Factors influencing SME owners’ continuance intention in Bangladesh: a logistic regression model," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 10(3), pages 391-415, September.
  18. Gouriéroux, Christian & Monfort, Alain, 1997. "Modèles de comptage semi-paramétriques," L'Actualité Economique, Société Canadienne de Science Economique, vol. 73(1), pages 525-550, mars-juin.
  19. Le, Hong Hanh & Viviani, Jean-Laurent, 2018. "Predicting bank failure: An improvement by implementing a machine-learning approach to classical financial ratios," Research in International Business and Finance, Elsevier, vol. 44(C), pages 16-25.
  20. 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.
  21. Platt, Harlan D. & Platt, Marjorie B., 2006. "Understanding Differences Between Financial Distress and Bankruptcy," Review of Applied Economics, Lincoln University, Department of Financial and Business Systems, vol. 2(2), pages 1-17.
  22. Fabián Enrique Salazar Villano, 2013. "Cuantificación del riesgo de incumplimiento en créditos de libre inversión: un ejercicio econométrico para una entidad bancaria del municipio de Popayán, Colombia," Estudios Gerenciales, Universidad Icesi, December.
  23. Härdle, Wolfgang Karl & Prastyo, Dedy Dwi & Hafner, Christian, 2012. "Support vector machines with evolutionary feature selection for default prediction," SFB 649 Discussion Papers 2012-030, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
  24. Becchetti, Leonardo & Sierra, Jaime, 2003. "Bankruptcy risk and productive efficiency in manufacturing firms," Journal of Banking & Finance, Elsevier, vol. 27(11), pages 2099-2120, November.
  25. 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.
  26. Kallberg, Jarl G. & Udell, Gregory F., 2003. "The value of private sector business credit information sharing: The US case," Journal of Banking & Finance, Elsevier, vol. 27(3), pages 449-469, March.
  27. repec:zbw:bofrdp:2008_015 is not listed on IDEAS
  28. 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.
  29. Hamerle, Alfred & Liebig, Thilo & Rösch, Daniel, 2003. "Credit Risk Factor Modeling and the Basel II IRB Approach," Discussion Paper Series 2: Banking and Financial Studies 2003,02, Deutsche Bundesbank.
  30. Kurt M. Fanning & Kenneth O. Cogger, 1994. "A Comparative Analysis of Artificial Neural Networks Using Financial Distress Prediction," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 3(4), pages 241-252, December.
  31. repec:hum:wpaper:sfb649dp2006-077 is not listed on IDEAS
  32. Bertrand Hassani & Xin Zhao, 2014. "Reconsidering Corporate Ratings," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-01117683, HAL.
  33. Becchetti, Leonardo & Castelli, Annalisa & Hasan, Iftekhar, 2008. "Investment-cash flow sensitivities, credit rationing and financing constraints," Bank of Finland Research Discussion Papers 15/2008, Bank of Finland.
  34. Alexandra Horobet & Stefania Cristina Curea & Alexandra Smedoiu Popoviciu & Cosmin-Alin Botoroga & Lucian Belascu & Dan Gabriel Dumitrescu, 2021. "Solvency Risk and Corporate Performance: A Case Study on European Retailers," JRFM, MDPI, vol. 14(11), pages 1-34, November.
  35. Chen, Shiyi & Härdle, Wolfgang Karl & Moro, Rouslan A., 2006. "Estimation of default probabilities with Support Vector Machines," SFB 649 Discussion Papers 2006-077, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
  36. Harlan D. Platt & Marjorie B. Platt, 2008. "Financial Distress Comparison Across Three Global Regions," JRFM, MDPI, vol. 1(1), pages 1-34, December.
  37. Carlos Serrano-Cinca, 1997. "Feedforward neural networks in the classification of financial information," The European Journal of Finance, Taylor & Francis Journals, vol. 3(3), pages 183-202.
  38. repec:hum:wpaper:sfb649dp2013-037 is not listed on IDEAS
  39. Somerville, R. A. & Taffler, R. J., 1995. "Banker judgement versus formal forecasting models: The case of country risk assessment," Journal of Banking & Finance, Elsevier, vol. 19(2), pages 281-297, May.
  40. Batrancea Larissa-Margareta, 2011. "Measuring The Risk Of Bankruptcy In The Commercial Sector In Romania," Annals of Faculty of Economics, University of Oradea, Faculty of Economics, vol. 1(2), pages 393-399, December.
  41. Nicholas Wilson & Barbara Summers & Robert Hope, 2000. "Using Payment Behaviour Data for Credit Risk Modelling," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 7(3), pages 333-346.
  42. José Willer Prado & Valderí Castro Alcântara & Francisval Melo Carvalho & Kelly Carvalho Vieira & Luiz Kennedy Cruz Machado & Dany Flávio Tonelli, 2016. "Multivariate analysis of credit risk and bankruptcy research data: a bibliometric study involving different knowledge fields (1968–2014)," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(3), pages 1007-1029, March.
  43. Sueyoshi, Toshiyuki & Goto, Mika, 2009. "DEA-DA for bankruptcy-based performance assessment: Misclassification analysis of Japanese construction industry," European Journal of Operational Research, Elsevier, vol. 199(2), pages 576-594, December.
  44. Evi Neophytou & Cecilio Mar Molinero, 2004. "Predicting Corporate Failure in the UK: A Multidimensional Scaling Approach," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(5‐6), pages 677-710, June.
  45. João Rebelo & José Vaz Caldas, 2010. "Default Mortgage Profile: A Micro Analysis Of The Portuguese Case," Portuguese Journal of Management Studies, ISEG, Universidade de Lisboa, vol. 0(1), pages 109-125.
  46. 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.
  47. Mireille Bardos, 2007. "What is at stake in the construction and use of credit scores?," Computational Economics, Springer;Society for Computational Economics, vol. 29(2), pages 159-172, March.
  48. Sueyoshi, Toshiyuki & Goto, Mika, 2009. "Can R&D expenditure avoid corporate bankruptcy? Comparison between Japanese machinery and electric equipment industries using DEA-discriminant analysis," European Journal of Operational Research, Elsevier, vol. 196(1), pages 289-311, July.
  49. Cadogan, Godfrey, 1994. "Do Public Sector Contracts And Policy Towards Small Firms Matter?: Evidence From Women Business Enterprises," MPRA Paper 26595, University Library of Munich, Germany, revised 14 Sep 2010.
  50. Ana Sofia Lopes & Ana Sargento, 2023. "Regional Heterogeneity in the Individual Unemployment Vulnerability After COVID-19 Outset," International Regional Science Review, , vol. 46(5-6), pages 678-700, September.
  51. Dreyer, Bent & Gronhaug, Kjell, 2004. "Uncertainty, flexibility, and sustained competitive advantage," Journal of Business Research, Elsevier, vol. 57(5), pages 484-494, May.
  52. Becchetti, Leonardo & Castelli, Annalisa & Hasan, Iftekhar, 2008. "Investment-cash flow sensitivities, credit rationing and financing constraints," Research Discussion Papers 15/2008, Bank of Finland.
  53. Bertrand K Hassani & Xin Zhao, 2014. "Reconsidering Corporate Ratings," Documents de travail du Centre d'Economie de la Sorbonne 14077, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
  54. Oscar Martínez, 2003. "Determinantes De Fragilidad En Las Empresas Colombianas," Borradores de Economia 2300, Banco de la Republica.
  55. Rahul Dhumale, 2000. "Capital Adequacy Standards: Are They Sufficient?," Working Papers wp165, Centre for Business Research, University of Cambridge.
  56. Barniv, Ran & Mehrez, Abraham & Kline, Douglas M., 2000. "Confidence intervals for controlling the probability of bankruptcy," Omega, Elsevier, vol. 28(5), pages 555-565, October.
  57. Josep M. Argilés, 2002. "Importancia de la información contable para el análisis y predicción de la viabilidad de las explotaciones agrícolas," Economics Working Papers 612, Department of Economics and Business, Universitat Pompeu Fabra.
  58. BATRANCEA Ioan & GABAN Lucian & RUS Ioan, 2015. "The Evaluation Of A Group Of Banks Rating In Romania. A Comparative Analysis," Revista Economica, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 67(2), pages 49-60.
  59. 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.
  60. Cecilio Mar-Molinero & Carlos Serrano-Cinca, 2001. "Bank failure: a multidimensional scaling approach," The European Journal of Finance, Taylor & Francis Journals, vol. 7(2), pages 165-183.
  61. 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.
  62. Lamm-Tennant, Joan & Starks, Laura & Stokes, Lynne, 1996. "Considerations of cost trade-offs in insurance solvency surveillance policy," Journal of Banking & Finance, Elsevier, vol. 20(5), pages 835-852, June.
  63. Haris Doukas & Panos Xidonas & Nikos Mastromichalakis, 2022. "How Successful are Energy Efficiency Investments? A Comparative Analysis for Classification & Performance Prediction," Computational Economics, Springer;Society for Computational Economics, vol. 59(2), pages 579-598, February.
  64. Nguyen, Ha, 2023. "An empirical application of Particle Markov Chain Monte Carlo to frailty correlated default models," Journal of Empirical Finance, Elsevier, vol. 72(C), pages 103-121.
  65. Carlos Serrano-Cinca & Begoña Gutiérrez-Nieto, 2011. "Partial Least Square Discriminant Analysis (PLS-DA) for bankruptcy prediction," Working Papers CEB 11-024, ULB -- Universite Libre de Bruxelles.
  66. Leonardo Becchetti & Annalisa Castelli & Iftekhar Hasan, 2010. "Investment–cash flow sensitivities, credit rationing and financing constraints in small and medium-sized firms," Small Business Economics, Springer, vol. 35(4), pages 467-497, November.
  67. Fourgeaud Claude & Gourieroux Christian & Pradel Jacqueline, 1990. "Sélection de clientèle et tarification de prêt bancaire," CEPREMAP Working Papers (Couverture Orange) 9004, CEPREMAP.
  68. Pinder, Jonathan P., 1996. "Decision analysis using multinomial logit models: Mortgage portfolio valuation," Journal of Economics and Business, Elsevier, vol. 48(1), pages 67-77, February.
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