Search results for "Loss given default"

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Econometric model to estimate the Probability of Default and Loss Given Default in the EBA stress test in 2016

2019

In this research, an econometric with panel data using Ordinary least squares OLS model is constructed following the guidelines recommended by the EBA stress test methodology for 2016. The findings indicate that macroeconomic factors affecting defaults are the expected ones in the Spanish credit institutions. However, loan impairments do not follow the patterns that a priori would be normal. Divergent is outcomes in defaults and impairments: the Non-Performing Loans (NPL) is pro-cyclical and impairment losses are counter-cyclical.

Probability of defaultEconometric modelStress testLoanOrdinary least squaresEconomicsEconometricsDefaultLoss given defaultPanel dataJournal of Economic Science Research
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A Discrete-Time Hazard Model for Loans: Some Evidence from Italian Banking System

2012

Problem statement: The probability of default, PD, is a crucial probl em for banks. In the last years international accords (Basel, Basel 2 an d Basel 3) have incentived banks to adopt objective s systems to evaluating and monitoring risk of defaul t in order to predict PD for new loans based on borrower's characteristics. The aim of this study i s to introduce a discrete survival model to study t he risk of default and to propose the empirical eviden ce by the Italian banking system. Approach: Survival analysis is used if we are interested in w hether and when an event occurs. In this context th e event occurrence represents a borrower's transition from one state, loan in bonis that is not…

education.field_of_studyProbability of defaultMultidisciplinaryActuarial scienceDiscrete time and continuous timeLoanPopulationEconomicsContext (language use)educationNon-performing loanLoss given defaultEvent (probability theory)American Journal of Applied Sciences
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