邓安,孟古纳坎,彭德卡坦,预测财务危机Logistic回归(Logit)

Azza Putrima Herita, Titin Hartini, Fernando Africano
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引用次数: 0

摘要

实证研究检验了财务因素对财务困境可能性的影响。本研究采用二手资料的定量方法进行。本研究的对象是在证券交易所上市的公司。然后根据研究需要,以未合并且具有完整财务报告的公司为标准,进行有目的抽样。本研究使用逻辑回归统计工具,因为因变量是一个虚拟变量,而自变量是一个度量变量。结果表明,杠杆变量对财务困境的预测有正向影响,其次是盈利能力变量对财务困境的预测有负向影响,其次是企业规模变量对财务困境的预测没有影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Prediksi Financial Distress Dengan Menggunakan Pendekatan Logistic Regression (Logit)
Research conducted empirically tested the influence of financial factors on the possibility of financial distress. This research was conducted with quantitative methods using secondary data. The population of this research is listed companies on the Stock Exchange. Then the sample taken is based on purposive sampling with the criteria of a company that is not merged and has a complete financial report in accordance with research needs. This study uses logistic regression statistical tools because the dependent variable is a dummy variable, while the independent variable is a metric variable. The results showed that the leverage variable has a positive effect on the prediction of financial distress, then the profitability variable has a negative effect on the prediction of financial distress, the next variable is that the firm size variable has no influence on the prediction of financial distress.
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