DocumentCode :
2746291
Title :
Examining and validating a bankruptcy prediction models in Malaysia
Author :
Bakar, S. ; Kiong, I.T.W. ; Nassir, A.M.
Author_Institution :
Dept. of Finance & Econ., Univ. Tenaga Nasional, Kajang, Malaysia
fYear :
2012
fDate :
10-12 Sept. 2012
Firstpage :
1
Lastpage :
5
Abstract :
The purpose of this paper is to propose and validate the combined model for bankruptcy prediction for the Malaysian firms. This combined model is adopted from previous studies by combining Ohlson logit model, Springate-Canadian model and macroeconomic factors. The proposed combined model is developed by using the financial and macroeconomic constructs. The result indicates that logistic regression performs well and it is used to validate the model. Our results also show that, the capacity of the proposed model to predict correctly is 100% for both samples (distress and non-distress firms). Finally, the results of this study could also be applicable to business and investor´s decision making contexts other than the bankruptcy prediction model.
Keywords :
decision making; finance; macroeconomics; regression analysis; Malaysian firms; Ohlson logit model; Springate-Canadian model; bankruptcy prediction model; business decision making; combined model validation; distress firms; financial constructs; investor decision making; logistic regression; macroeconomic factors; nondistress firms; Biological system modeling; Companies; Finance; Logistics; Macroeconomics; Predictive models; Bankruptcy prediction; combined model; financial distress; logistic regression;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Statistics in Science, Business, and Engineering (ICSSBE), 2012 International Conference on
Conference_Location :
Langkawi
Print_ISBN :
978-1-4673-1581-4
Type :
conf
DOI :
10.1109/ICSSBE.2012.6396560
Filename :
6396560
Link To Document :
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