INDIKATOR KOLEKTIBILITAS KREDIT JOINT FINANCING MENGGUNAKAN OLS & LOGIT

Derisman Silalahi, Edison Hulu
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引用次数: 1

Abstract

This study aims to determine indicators that have a significant effect on debtor collectability. The number of sample data used is 102 joint financing debtors whose loans were realized in 2019, which consists of two groups of 51 debtors that have current and non-current collectability. The analytical method used is the ordinary least square method and the logit regression method, where the combination of the two analytical methods being used at once was not yet found in previous studies. The analysis result using ordinary least squares shows three (3) significant indicators that affect collectability, namely term of the loan, value of collateral and monthly liabilities, with a significance level of 0.05. Meanwhile, the binary logit analysis results in four (4) significant indicators, namely term of the loan, value of collateral and monthly liabilities with a significance level of 0.05 and level of job risk with a significance level of 0.10. The R-squared value in the ordinary least square is 41%, which means that the ten indicators in this study simultaneously affect the collectability variable, while 59% is influenced by other variables not included in this study. The analysis using the logit regression method shows an R-square value of 39% which can be said that the ten indicators altogether affect debtor collectability by 39%.
OLS&LOGIT提供的集合性信用指标联合融资
本研究旨在确定对债务人可收回性有重大影响的指标。所使用的样本数据数量为102个在2019年实现贷款的联合融资债务人,其中包括两组51个具有流动和非流动可收回性的债务人。所使用的分析方法是普通最小二乘法和logit回归法,在以前的研究中还没有发现同时使用这两种分析方法的组合。使用普通最小二乘法的分析结果显示,影响可收回性的三(3)个重要指标,即贷款期限、抵押品价值和每月负债,显著性水平为0.05。同时,二元logit分析得出四(4)个重要指标,即贷款期限、抵押品价值和月负债,显著性水平为0.05,工作风险水平为0.10。普通最小二乘法中的R平方值为41%,这意味着本研究中的十个指标同时影响可收集性变量,而59%受到本研究中未包括的其他变量的影响。使用logit回归方法的分析显示,R平方值为39%,可以说这十个指标总共影响了39%的债务人可收回性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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