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Cited by 81 publications
(46 citation statements)
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“…This early detection can be very helpful to FI's in predicting the credit worthiness and in later granting or refusing a loan to the applicants (Chi & Hsu, 2012). Accurate prediction of CS applicants can maintain the viability of the customer lending process.…”
Section: Related Workmentioning
confidence: 99%
“…This early detection can be very helpful to FI's in predicting the credit worthiness and in later granting or refusing a loan to the applicants (Chi & Hsu, 2012). Accurate prediction of CS applicants can maintain the viability of the customer lending process.…”
Section: Related Workmentioning
confidence: 99%
“…In this section, we present the statistics of Kolmogorov-Smirnov, the Gini coefficient and graphs for visual inspection. In Thomas et al (2005), Thomas (2009), Abdou & Pointon (2011), Chi & Hsu (2012) and Gupta et al (2014) one may find an explanation about these techniques and applications in a credit risk modelling context.…”
Section: Performance Measuresmentioning
confidence: 99%
“…The ROC curve shows the behaviour of models independently of misclassification costs and class distributions (Thomas et al, 2002). Despite its usefulness, only three papers of this review (Wang and Huang, 2009;Correa and Gonza´lez, 2011;Chi and Hsu, 2012) have employed ROC analysis to assess the performance of the models.…”
Section: Performance Evaluation Criteriamentioning
confidence: 99%