Classification of business bankruptcy, from management consultants with appeal artificial intelligence
DOI:
https://doi.org/10.34140/bjbv8n1-056Palavras-chave:
artificial intelligence, multivariate discriminant analysis, corporate bankruptcyResumo
Develop, using artificial intelligence, a model that allows anticipating business bankruptcy scenarios, in order to be able to avoid them, on the one hand and on the other hand, support public and private entities and possible investors, assess the risk of participating financially or commercially with that entity.
Referências
FitzPatrick, P. J. (1932). A comparison of the ratios of the successful industrial enterprises with those of failed companies. Washigton: The Accountants Publishing Company. Washington: A comparison of the ratios of successful industrial enterprises with those of failed companies.
Lin, P.-C., & Huang, D.-S. (Novembro de 2006). Technological Regimes and Firm Survival: Evidence across Sectors and over Time. IEAS Working Paper, p. 1.
Gibrat, R. (1931). Les inégalités économiques: applications: aux inégalités des richesses, à la concentration des entreprises, aux populations des villes, aux statistiques des familles, etc., d'une loi nouvelle, la loi de l'effect proportionnel. Paris, Paris: Libraire du Recueil Sirey.
Mansfield, E. F. (1962). Entry, Gibrat's Law, Innovation and the Growth of Firms (Edição 187 de Cowles Foundation paper ed.). (C. F. Reimpressão, Ed.) Yale: American Economic Review.
Brusco, S., Giovannetti, E., & Malagoli, W. (1979). La relazione tra dimensione e saggio di sviluppo nelle imprese industriali: una ricerca empirica (5 ed.). (S. e. Económico, Ed.) Universita di Modena, Facolta di Economia e Comercio.
Evans, D. S. (Agosto de 1987). Test of Alternative Theories of Firm Growth. Journal of Political Economy, 95(4), 657-674.
Leonard, J. S. (Junho de 1986). On the Size Distribution of Employment and Establishments. (S. o. California, Ed.) National Bureau of Economic Research(Woking Paper Nº 1951).
Hall, B. H. (1987). The Relationship Between Firm Size and Firm Growth in the US Manufacturing Sector. The Journal of Industrial Economics,, 35(4), 583-606.
Contini, B., & Revelli, R. (16 de Maio de 1989). The RelationShip between Firm Growth and Labor Demand. (U. o. Torino, Ed.) Small Business Economics, 1(4), 309-314.
Dunne, P. J., & Hughes, A. (Junho de 1994). Age, Size, Growth and Survival: UK Companies in the 1980s. (L. Basil Blackwell, Ed.) Journal of Industrial Economics, 42(2), 115-140.
Evans, D. S. (Junho de 1986). The Relationship Between Firm Growth, Size, and Age: Estimates for 100 Manufacturing Industries. (N. Y. University, Ed.) The Journal of Industrial Economics, 35 (The Empirical Renaissance in Industrial Economics), 567-581.
Nucci, A. R., & Bates, T. M. (Janeiro de 1989). An analysis of small business size and the rate of discontinuance. Journal of small business management : JSBM, 27(4), 1-7.
Watson, J., & Everett, J. (1996). Small business failure rates: choice of definition and the size effect. Journal of Entrepreneurial & Small Business Finance, 5(3), 271.
Audretsch, D. B., Klomp, L., Santarelli, E., & Thurik, A. R. (Maio de 2004). Gibrat's Law: Are the Services Different? Journal Review of Industrial Organization, 24(3), 301-324.
Audretsch, D. B., Santarelli, E., & Vivarelli, M. (Outubro de 1999). Start-up size and industrial dynamics: some evidence from Italian manufacturing. Journal International Journal of Industrial Organization, 17(7), 965-983.
Ács, Z. J., & Audretsch, D. B. (1990). Innovation Ans Small Firms (Second Printing ed.). (1. M. Technology, Ed.) Massachusetts: MIT Press.
Audretsch, D. B. (1995). Innovation and Industry. (1. M. Technology, Ed.) Massachusetts: MIT Press.
Reynolds, P. D. (1997). Frontiers of Entrepreneurship Research 1997: Proceedings of the Seventeenth Annual Entrepreneurship Research Conference (Vol. Volume 17 de Frontiers of Entrepreneurship Research). (B. C. Center for Entrepreneurial Studies, Ed.) Ohio, EUA: Babson College Center.
Parker, S. C. (2006). The Life Cycle of Entrepreneurial Ventures. (I. H. Entrepreneurship, Ed.) New York, EUA: Springer Science + Business Media, Inc.
Gelderen, M. V., Bosma, N., & Thurik, R. (07 de Novembro de 2003). Success and risk factors in the pre-startup phase. (I. B. Research, Ed.) EIM Business & Policy Research and SCALES SCentific AnaLysis of Entrepreneurship and SMEs, pp. 1-23.
Bosma, N., Praag, M. v., & Wit, G. d. (2000). Determinants of Successful Entrepreneurship. SCALES - SCientific AnaLysis of Entrepreneuship and SMEs. EIM’s economic modelling programme SCALES.
Ács, Z. J., Armington, C., & Zhang, T. (2006). The Determinants of New-firm Survival across Regional Economies. (M. Jena, Ed.) Alemanhã, Jena: Group Entrepreneurship, Growth and Public Policy.
Reynolds, P. D. (2004). Paul D. Reynolds’ Prize Lecture: Understanding Business Creation–Serendipity and Scope in Two Decades of Business Creation Studies. Global Award for Entrepreneurship Research, p. 1.
Storey, D. J. (1994). Understanding the small business sector. (T. Learning, Ed.) Cengage Learning EMEA.
Neves, J. C. (2004). Análise Financeira: Vol. I – Técnicas Fundamentais. Lisboa: Texto Editora.
INE | PORDATA | Fundação Francisco Manuel dos Santos. (18 de 12 de 2023). PORDATA. Obtido de PORDATA: https://www.pordata.pt/portugal/pequenas+e+medias+empresas+em+percentagem+do+total+de+empresas+total+e+por+dimensao-2859
INE | PORDATA [Fundação Francisco Manuel dos Santos]. (18 de 12 de 2023). PORDATA. Obtido de PORDATA: https://www.pordata.pt/portugal/dimensao+media+das+empresas+total+e+por+setor+de+atividade+economica-2858
