FINANCIAL INTELLIGENCE IN PREDICTION OF FIRM’S CREDITWORTHINESS RISK, EVIDENCE FROM SUPPORT VECTOR MACHINE APPROACH

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DARABI ROYA; MASHAYEKHI GHAZALE

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Paper Information

Journal: JOURNAL OF ACCOUNTING AND AUDITING RESEARCHES (ACCOUNTING RESEARCH) Year:2016 | Volume:8 | Issue:30 Page(s): 102-125

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Title

FINANCIAL INTELLIGENCE IN PREDICTION OF FIRM’S CREDITWORTHINESS RISK, EVIDENCE FROM SUPPORT VECTOR MACHINE APPROACH

Author(s)

DARABI ROYA | MASHAYEKHI GHAZALE | Issue Writer Certificate

Keywords

FINANCIAL INTELLIGENCEQ1

CREDIT WORTHINESS RISKQ2

SUPPORT VECTOR MACHINEQ2

Abstract

The present investigation sets out to study the FINANCIAL INTELLIGENCE, as a combination of different indexes and financial ratios considered in predicting the CREDIT WORTHINESS RISK, of the admitted companies in Tehran Stock Market. To this aim, data collected from 115 admitted companies to Tehran Stock Market has been analyzed within the period spanning between 2009 and 2014. This is done via logistic regression models and SUPPORT VECTOR MACHINE. The findings of the present study indicated that the FINANCIAL INTELLIGENCE is able to predict solvency risk, and profitability risk. However, no evidence was found to indicate the prediction power of productivity risk. In the end, it was concluded that FINANCIAL INTELLIGENCE has the capability of predicting CREDIT WORTHINESS RISK.

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APA: Copy

DARABI, ROYA, & MASHAYEKHI, GHAZALE. (2016). FINANCIAL INTELLIGENCE IN PREDICTION OF FIRM’S CREDITWORTHINESS RISK, EVIDENCE FROM SUPPORT VECTOR MACHINE APPROACH. JOURNAL OF ACCOUNTING AND AUDITING RESEARCHES (ACCOUNTING RESEARCH), 8(30 ), 102-125. SID. https://sid.ir/paper/157328/en

Vancouver: Copy

DARABI ROYA, MASHAYEKHI GHAZALE. FINANCIAL INTELLIGENCE IN PREDICTION OF FIRM’S CREDITWORTHINESS RISK, EVIDENCE FROM SUPPORT VECTOR MACHINE APPROACH. JOURNAL OF ACCOUNTING AND AUDITING RESEARCHES (ACCOUNTING RESEARCH)[Internet]. 2016;8(30 ):102-125. Available from: https://sid.ir/paper/157328/en

IEEE: Copy

ROYA DARABI, and GHAZALE MASHAYEKHI, “FINANCIAL INTELLIGENCE IN PREDICTION OF FIRM’S CREDITWORTHINESS RISK, EVIDENCE FROM SUPPORT VECTOR MACHINE APPROACH,” JOURNAL OF ACCOUNTING AND AUDITING RESEARCHES (ACCOUNTING RESEARCH), vol. 8, no. 30 , pp. 102–125, 2016, [Online]. Available: https://sid.ir/paper/157328/en

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