Corporate Bankruptcy Prediction Models: A Comparative Study for the Construction Sector in Greece

被引:1
作者
Toudas, Kanellos [1 ]
Archontakis, Stefanos [2 ]
Boufounou, Paraskevi [2 ]
机构
[1] Agr Univ Athens, Dept Agribusiness & Supply Chain Management, Athens 11855, Greece
[2] Natl & Kapodistrian Univ Athens, Dept Econ, Athens 10562, Greece
关键词
corporate bankruptcy; construction sector; accounting indicators; Altman Z-score; Logit; Probit; SUPPORT VECTOR MACHINES; Z-SCORE MODEL; FINANCIAL DISTRESS; DISCRIMINANT ANALYSIS; LEARNING-MODELS; RATIOS; SELECTION; FIRMS; CLASSIFIERS;
D O I
10.3390/computation12010009
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This study focuses on testing the efficiency of alternative bankruptcy prediction models (Altman, Ohlson, Zmijewski) and on assessing the possible reasons that led to the confirmation or not of the prevailing model. Data from financial statements of listed (Greek) construction companies before the economic crisis were utilized. The results showed that Altman's main predictive model as well as the revised models have low overall predictability for all three years before bankruptcy.
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页数:20
相关论文
共 123 条
[1]  
Abbas Q., 2012, SSRN Series, V1917458
[2]   Systematic review of bankruptcy prediction models: Towards a framework for tool selection [J].
Alaka, Hafiz A. ;
Oyedele, Lukumon O. ;
Owolabi, Hakeem A. ;
Kumar, Vikas ;
Ajayi, Saheed O. ;
Akinade, Olugbenga O. ;
Bilal, Muhammad .
EXPERT SYSTEMS WITH APPLICATIONS, 2018, 94 :164-184
[3]  
AlAli M.S., 2018, Int. J. Econ. Commer. Manag. Res. Stud, V1, P15
[4]  
Altman EI, 2013, HANDB RES METH APPL, P428
[5]   FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND PREDICTION OF CORPORATE BANKRUPTCY [J].
ALTMAN, EI .
JOURNAL OF FINANCE, 1968, 23 (04) :589-609
[6]  
Arnold G., 2013, Corporate Financial Management, VFifth
[7]  
Arora Nidhi, 2016, International Journal of Intelligent Systems and Applications, V8, P9, DOI 10.5815/ijisa.2016.06.02
[8]  
Arora N., 2014, Int. J. Adv. Netw. Appl, V1, P14
[9]   Machine learning models and bankruptcy prediction [J].
Barboza, Flavio ;
Kimura, Herbert ;
Altman, Edward .
EXPERT SYSTEMS WITH APPLICATIONS, 2017, 83 :405-417
[10]   Hospitality Bankruptcy in United States of America: A Multiple Discriminant Analysis-Logit Model Comparison [J].
Barreda, Albert A. ;
Kageyama, Yoshimasa ;
Singh, Dipendra ;
Zubieta, Sandra .
JOURNAL OF QUALITY ASSURANCE IN HOSPITALITY & TOURISM, 2017, 18 (01) :86-106