Forecasting Corporate Bankruptcy: Optimizing the Performance of the Mixed Logit Model
Author
Abstract
Suggested Citation
DOI: 10.1111/j.1467-6281.2007.00228.x
Download full text from publisher
References listed on IDEAS
- David Revelt and Kenneth Train., 2000.
"Customer-Specific Taste Parameters and Mixed Logit: Households' Choice of Electricity Supplier,"
Economics Working Papers
E00-274, University of California at Berkeley.
- David Revelt & Kenneth Train, 2001. "Customer-Specific Taste Parameters and Mixed Logit: Households' Choice of Electricity Supplier," Econometrics 0012001, University Library of Munich, Germany.
- Revelt, David & Train, Kenneth, 2000. "Customer-Specific Taste Parameters and Mixed Logit: Households' Choice of Electricity Supplier," Department of Economics, Working Paper Series qt1900p96t, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
- Train,Kenneth E., 2009.
"Discrete Choice Methods with Simulation,"
Cambridge Books,
Cambridge University Press, number 9780521766555.
- Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387.
- Kenneth Train, 2003. "Discrete Choice Methods with Simulation," Online economics textbooks, SUNY-Oswego, Department of Economics, number emetr2.
- Stewart Jones & David A. Hensher, 2007. "Evaluating the Behavioural Performance of Alternative Logit Models: An Application to Corporate Takeovers Research," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(7‐8), pages 1193-1220, September.
- Stewart Jones & David A. Hensher, 2007. "Evaluating the Behavioural Performance of Alternative Logit Models: An Application to Corporate Takeovers Research," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(7-8), pages 1193-1220.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Carlos Serrano-Cinca & Yolanda Fuertes-Call鮠 & Bego uti鲲ez-Nieto & Beatriz Cuellar-Fernᮤez, 2014.
"Path modelling to bankruptcy: causes and symptoms of the banking crisis,"
Applied Economics, Taylor & Francis Journals, vol. 46(31), pages 3798-3811, November.
- Carlos Serrano-Cinca & Y. Fuertes-Callén & Begoña Gutiérrez-Nieto & B. Cuéllar-Fernández, 2011. "Path modeling to bankruptcy: causes and symptoms of the banking crisis," Working Papers CEB 11-007, ULB -- Universite Libre de Bruxelles.
- Bo Kyeong Lee & So Young Sohn, 2017. "A Credit Scoring Model for SMEs Based on Accounting Ethics," Sustainability, MDPI, vol. 9(9), pages 1-15, September.
- 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.
- Salwa Kessioui & Michalis Doumpos & Constantin Zopounidis, 2023. "A Bibliometric Overview of the State-of-the-Art in Bankruptcy Prediction Methods and Applications," World Scientific Book Chapters, in: Emilios Galariotis & Alexandros Garefalakis & Christos Lemonakis & Marios Menexiadis & Constantin Zo (ed.), Governance and Financial Performance Current Trends and Perspectives, chapter 6, pages 123-153, World Scientific Publishing Co. Pte. Ltd..
- Kenth Skogsvik & Stina Skogsvik & Henrik Andersson, 2023. "Bankruptcy Risk in Discounted Cash Flow Equity Valuation," JRFM, MDPI, vol. 16(11), pages 1-18, November.
- Leila Bateni & Farshid Asghari, 2020. "Bankruptcy Prediction Using Logit and Genetic Algorithm Models: A Comparative Analysis," Computational Economics, Springer;Society for Computational Economics, vol. 55(1), pages 335-348, January.
- 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.
- Maurice Peat & Stewart Jones, 2012. "Using Neural Nets To Combine Information Sets In Corporate Bankruptcy Prediction," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 19(2), pages 90-101, April.
- Nirosh Karuppu, 2009. "Evidence on Auditors Use of Business Continuity Models as an Analytical Procedure," Accounting & Taxation, The Institute for Business and Finance Research, vol. 1(1), pages 63-74.
- Bhimani, Alnoor & Gulamhussen, Mohamed Azzim & Lopes, Samuel Da-Rocha, 2010. "Accounting and non-accounting determinants of default: An analysis of privately-held firms," Journal of Accounting and Public Policy, Elsevier, vol. 29(6), pages 517-532, November.
- Elizabeth Carson & Neil Fargher & Yuyu Zhang, 2016. "Trends in Auditor Reporting in Australia: A Synthesis and Opportunities for Research," Australian Accounting Review, CPA Australia, vol. 26(3), pages 226-242, September.
- Acharya, Bikram & Lee, Jongsu & Moon, HyungBin, 2022. "Preference heterogeneity of local government for implementing ICT infrastructure and services through public-private partnership mechanism," Socio-Economic Planning Sciences, Elsevier, vol. 79(C).
- Maria H. Kim & Graham Partington, 2015. "Dynamic forecasts of financial distress of Australian firms," Australian Journal of Management, Australian School of Business, vol. 40(1), pages 135-160, February.
- 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.
- Mark Clintworth & Dimitrios Lyridis & Evangelos Boulougouris, 2023. "Financial risk assessment in shipping: a holistic machine learning based methodology," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 25(1), pages 90-121, March.
- 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.
- Ana Paula Matias Gama & Helena Susana Amaral Geraldes, 2012. "Credit risk assessment and the impact of the New Basel Capital Accord on small and medium‐sized enterprises," Management Research Review, Emerald Group Publishing Limited, vol. 35(8), pages 727-749, July.
- Erdely, Arturo, 2017. "Value at Risk and the Diversification Dogma || Valor en riesgo y el dogma de la diversificación," 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. 24(1), pages 209-219, Diciembre.
- Huong Dang, 2014. "A Competing Risks Dynamic Hazard Approach to Investigate the Insolvency Outcomes of Property-Casualty Insurers," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 39(1), pages 42-76, January.
- 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.
- Caro, Norma Patricia & Arias, Ver—nica & Ortiz, Pablo, 2017. "Predicci—n de fracaso en empresas latinoamericanas utilizando el mŽtodo del vecino más cercano para predecir efectos aleatorios en modelos mixtos || Prediction of Failure in Latin-American Companies U," 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. 24(1), pages 5-24, Diciembre.
- Jie Sun & Jie Li & Hamido Fujita & Wenguo Ai, 2023. "Multiclass financial distress prediction based on one‐versus‐one decomposition integrated with improved decision‐directed acyclic graph," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 42(5), pages 1167-1186, August.
- Sailesh Tanna & Ibrahim Yousef & Matthias Nnadi, 2020. "Probability of mergers and acquisitions deal failure," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 13(1), pages 1-30, May.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- E.I.T, Mouyid Islam & Hernandez, Salvador, 2012. "Multi-vehicle Collisions involving Large Trucks on Highways: An Exploratory Discrete Outcome Analysis," 53rd Annual Transportation Research Forum, Tampa, Florida, March 15-17, 2012 207113, Transportation Research Forum.
- Islam, Mouyid, 2015. "Multi-Vehicle Crashes Involving Large Trucks: A Random Parameter Discrete Outcome Modeling Approach," Journal of the Transportation Research Forum, Transportation Research Forum, vol. 54(1).
- Damian Clarke & Sonia Oreffice & Climent Quintana‐Domeque, 2021.
"On the Value of Birth Weight,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(5), pages 1130-1159, October.
- Damian Clarke & Sonia Oreffice & Climent Quintana-Domeque, 2017. "On the Value of Birth Weight," Working Papers 2017-018, Human Capital and Economic Opportunity Working Group.
- Esther W. Bekker-Grob & Bas Donkers & Jorien Veldwijk & Marcel F. Jonker & Sylvia Buis & Jan Huisman & Patrick Bindels, 2021. "What Factors Influence Non-Participation Most in Colorectal Cancer Screening? A Discrete Choice Experiment," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 14(2), pages 269-281, March.
- Daan Hulshof & Machiel Mulder, 2020. "Willingness to Pay for $$\hbox {CO}_2$$CO2 Emission Reductions in Passenger Car Transport," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 75(4), pages 899-929, April.
- Villas-Boas, Sofia B & Taylor, Rebecca & Krovetz, Hannah, 2016.
"Willingness to Pay for Low Water Footprint Food Choices During Drought,"
Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series
qt9vh3x180, Department of Agricultural & Resource Economics, UC Berkeley.
- Hannah Krovetz & Rebecca Taylor & Sofia Villas-Boas, 2017. "Willingness to Pay for Low Water Footprint Food Choices During Drought," NBER Working Papers 23495, National Bureau of Economic Research, Inc.
- Lang, Ghislaine & Farsi, Mehdi & Lanz, Bruno & Weber, Sylvain, 2021.
"Energy efficiency and heating technology investments: Manipulating financial information in a discrete choice experiment,"
Resource and Energy Economics, Elsevier, vol. 64(C).
- Ghislaine Lang & Mehdi Farsi & Bruno Lanz & Sylvain Weber, 2020. "Energy efficiency and heating technology investments: Manipulating financial information in a discrete choice experiment," IRENE Working Papers 20-07, IRENE Institute of Economic Research.
- Johannes Geyer & Thorben Korfhage, 2015.
"Long‐term Care Insurance and Carers' Labor Supply – A Structural Model,"
Health Economics, John Wiley & Sons, Ltd., vol. 24(9), pages 1178-1191, September.
- Johannes Geyer & Thorben Korfhage, 2014. "Long-Term Care Insurance and Carers' Labor Supply: A Structural Model," SOEPpapers on Multidisciplinary Panel Data Research 702, DIW Berlin, The German Socio-Economic Panel (SOEP).
- Geyer, J. & Korfhage, T., 2014. "Long-term Care Insurance and Carers' Labor Supply – A Structural Model," Health, Econometrics and Data Group (HEDG) Working Papers 14/14, HEDG, c/o Department of Economics, University of York.
- Johannes Geyer & Thorben Korfhage, 2014. "Long-Term Care Insurance and Carers' Labor Supply: A Structural Model," Discussion Papers of DIW Berlin 1421, DIW Berlin, German Institute for Economic Research.
- Geyer, Johannes & Korfhage, Thorben, 2014. "Long-term Care Insurance and Carers' Labor Supply - A Structural Model," Ruhr Economic Papers 515, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
- Schmid, Basil & Jokubauskaite, Simona & Aschauer, Florian & Peer, Stefanie & Hössinger, Reinhard & Gerike, Regine & Jara-Diaz, Sergio R. & Axhausen, Kay W., 2019. "A pooled RP/SP mode, route and destination choice model to investigate mode and user-type effects in the value of travel time savings," Transportation Research Part A: Policy and Practice, Elsevier, vol. 124(C), pages 262-294.
- Hannah Krovetz & Rebecca Taylor & Sofia B. Villas-Boas, 2018. "Willingness to Pay for Low Water Footprint Foods during Drought," NBER Chapters, in: Agricultural Productivity and Producer Behavior, pages 251-291, National Bureau of Economic Research, Inc.
- Bae, Jeong Hwan & Rishi, Meenakshi, 2018. "Increasing consumer participation rates for green pricing programs: A choice experiment for South Korea," Energy Economics, Elsevier, vol. 74(C), pages 490-502.
- Guidon, Sergio & Wicki, Michael & Bernauer, Thomas & Axhausen, Kay, 2020. "Transportation service bundling – For whose benefit? Consumer valuation of pure bundling in the passenger transportation market," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 91-106.
- Xu, Min & Meng, Qiang & Liu, Kai & Yamamoto, Toshiyuki, 2017. "Joint charging mode and location choice model for battery electric vehicle users," Transportation Research Part B: Methodological, Elsevier, vol. 103(C), pages 68-86.
- Stephane Hess & John W. Polak, 2004. "An analysis of parking behaviour using discrete choice models calibrated on SP datasets," ERSA conference papers ersa04p60, European Regional Science Association.
- Greene, William H. & Hensher, David A. & Rose, John, 2006. "Accounting for heterogeneity in the variance of unobserved effects in mixed logit models," Transportation Research Part B: Methodological, Elsevier, vol. 40(1), pages 75-92, January.
- Francisco J. Más & Juan Luis Nicolau, 2006. "A New Marketing Segmentation Approach Based On Marginal Individual Utilities: Applying Crm Is Not A Chimera Anymore," Working Papers. Serie EC 2006-16, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Nannan Kang & Erda Wang & Yang Yu, 2019. "Valuing forest park attributes by giving consideration to the tourist satisfaction," Tourism Economics, , vol. 25(5), pages 711-733, August.
- Mauricio Sarrias, 2020.
"Random Parameters and Spatial Heterogeneity using Rchoice in R,"
REGION, European Regional Science Association, vol. 7, pages 1-19.
- Mauricio Sarrias, 2020. "Random Parameters and Spatial Heterogeneity using Rchoice in R," REGION, European Regional Science Association, vol. 7, pages 1-19.
- Kátay, Gábor & Péter, Harasztosi, 2017. "Currency Matching and Carry Trade by Non-Financial Corporations," Working Papers 2017-02, Joint Research Centre, European Commission.
- Masiero, Lorenzo & Rose, John M., 2013.
"The role of the reference alternative in the specification of asymmetric discrete choice models,"
Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 53(C), pages 83-92.
- Lorenzo Masiero & John M. Rose, 2011. "The role of the reference alternative in the specification of asymmetric discrete choice models," Quaderni della facoltà di Scienze economiche dell'Università di Lugano 1104, USI Università della Svizzera italiana.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:abacus:v:43:y:2007:i:3:p:241-264. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0001-3072 .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.