Understanding distress and default in Jordanian companies using multiple discriminant analysis

Malik R. Elhaj

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Understanding distress and default in Jordanian companies using multiple discriminant analysis

机译：在Jordanian公司使用多种判别分析了解遇险和默认

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A business may fail because of financial or non-financial reasons but if this failure can be predicted it can be avoided. Thus, it becomes imperative that reasons and variables involved in such failures be studied. This research is focused on default risk and failures in Jordanian companies based on internal factors. The study uses financial data of 49 companies for the time period 2015-2017. The methodology includes qualitative analysis and multi discriminant analysis to analyse and interpret distress and failures in companies. One significant finding from the analysis was that sales, equity capital, retained earnings and debt are good predictor of defaults in companies.

机译：由于财务或非财务原因，业务可能会失败，但如果可以避免此故障，可以避免。因此，必须研究这种失败所涉及的原因和变量。本研究专注于基于内部因素的约旦公司的违约风险和失败。该研究在2015 - 2017年期间使用49家公司的财务数据。该方法包括定性分析和多判别分析，分析公司的痛苦和失败。分析中的一个重要发现是销售，股权，保留收入和债务是公司违约的良好预测因素。

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来源
《Global business & economics review》 |2021年第1期|40-50|共11页
作者
Malik R. Elhaj;
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作者单位

Division of Management and Education University of Pittsburgh at Bradford;

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原文格式 PDF
正文语种 eng
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关键词
default; failed companies; financial distress; financial ratios; Jordan; multiple discriminant analysis; MDA;

机译：默认;失败的公司;财务困境;金融比率;约旦;多重判别分析;MDA;

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1. Estimation of Default Probabilities: Application of the Discriminant Analysis and the Structural Approach for Companies Listed on the BVC [J] . Lahsen Oubdi, Abdessamad Touimer Journal of Financial Risk Management . 2017,第3期

机译：估计违约概率：歧视分析的应用及BVC上市公司的结构方法
2. Comparison Between Discriminant Analysis Model and Logistic Regression Model to Predict the Distress of the Algerian Economic Companies [J] . Nedjema Abbas, Intissar Slimani Science Journal of Business and Management . 2017,第2期

机译：判别分析模型与逻辑回归模型在预测阿尔及利亚经济公司困境中的比较
3. Predicting corporate distress in the Nigerian stock market: Neural network versus multiple discriminant analysis [J] . Peter Omohezuaun Eriki, Ralph Udegbunam African Journal of Business Management . 2013,第38期

机译：预测尼日利亚股票市场中的公司困境：神经网络与多重判别分析
4. An analysis on financial distress prediction of listed companies in China's anufacturing industries based on multivariate discriminant analysis and logistic regression [C] . Wenhua YU, Yuanfu LI, Min FAN 2008 International Conference on Risk and Relianility Management(2008风险与可靠性管理国际会议)论文集 . 2008

机译：基于多元判别分析和逻辑回归的中国制造业上市公司财务困境预测分析
5. A COMPARISON OF SIX MODELS FOR PREDICTING CORPORATE BANKRUPTCY: MULTIPLE LINEAR REGRESSION ANALYSIS, MULTIPLE LINEAR DISCRIMINANT ANALYSIS, STEPWISE REGRESSION ANALYSIS, STEPWISE DISCRIMINANT ANALYSIS, MULTIPLE LINEAR REGRESSION ANALYSIS WITH RIDGE REGRESSION, AND MULTIPLE LINEAR DISCRIMINANT ANALYSIS WITH BIASED MINIMUM CHI-SQUARE RULE [D] . MAPP, JOHNNIE ALBERT. 1981

机译：六种预测公司破产的模型的比较：多个线性回归分析，多个线性判别分析，逐步回归分析，逐步判别分析，多个带岭点回归的线性回归分析，以及多个线性离散
6. Exposure to organisational injustice and serious psychological distress: longitudinal analysis of details of exposure from a private Japanese company [O] . Toshio Hayashi, Yuko Odagiri, Tomoko Takamiya, 2019

机译：暴露于组织不公和严重的心理困扰：对一家日本私人公司的暴露细节进行纵向分析
7. An evaluation of financial performance of companies. The financial performance of companies is investigated using multiple discriminant analysis together with methods for the identification of potential high performance companies. [O] . Belhoul Djamal 1983

机译：对公司财务业绩的评估。使用多种判别分析以及识别潜在高绩效公司的方法来调查公司的财务绩效。

Understanding distress and default in Jordanian companies using multiple discriminant analysis

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