We introduce a new approach to anomaly detection based on extreme value theory statistics. Our method improves detection accuracy by replacing binary feature thresholds with anomaly scores and by modeling the tail region of the distribution where anomalies occur. It requires no optimization or tuning and provides insights into results. This work describes the Extreme Value Theory-Anomaly Detect...

This study investigates on the relationship between demographic factors and the usage of Islamic credit card as well as Conventional credit card demonstrates their interdependencies. The debatable issues as been addressed by many authorities not only in terms of the numbers of credit card flooding the nation’s economy, but the amount of transactions that end up with payment default and the numb...

Credit risk management is a process in which banks estimate probability of default (PD) for each loan applicant. Data sets of previous loan applicants are built by gathering their data, and these internal data sets are usually completed using external credit bureau’s data and finally used for estimating PD in banks. There is also a continuous interest for bank to use rule based classifiers to b...

Between the end of the last recession in the first quarter of 1991 and the second quarter of 1997, consumer revolving credit outstanding, which includes consumer credit card debt, more than doubled—from $247 billion to $514 billion. The rapid rise of consumer debt, especially credit card debt, generated much discussion about its cause, sustainability, and implication despite the fact that credi...

Why do potentially inflated credit ratings affect rational, well-informed creditors’ bond investment decisions? What are credit ratings’ effects on firms’ behavior? We resolve these questions by modeling a credit rating agency (CRA) as a certified expert who transmits information to creditors with coordination incentives and dispersed beliefs. In the unique equilibrium, high credit ratings are ...

The purpose of this study is to find the relationship between lending to Small and Medium-size Exporter Enterprises (E-SMEs) and the use of Basel II Capital Accord for the first time in the banking system of Iran. Results showed that 96.69 percent of small firms were in the very low risk category of credit portfolio. This proof explains a consistent and balanced relationship between risk- weigh...

interest free banking law at 1363 was implemented in the banking system in iran. one of the main goals of this law was eliminating usury from monetary system, and utilization from non-usury credit impact on economic growth through preferring money contribution in the capital. this paper uses data from years 1363 to 1386 and implementing herfindahl-hirschman index, evaluated and ranked concentra...