Downturn loss given default: Mixture distribution estimation
R Calabrese - European Journal of Operational Research, 2014 - Elsevier
The internal estimates of Loss Given Default (LGD) must reflect economic downturn
conditions, thus estimating the “downturn LGD”, as the new Basel Capital Accord Basel II …
conditions, thus estimating the “downturn LGD”, as the new Basel Capital Accord Basel II …
Predicting bank loan recovery rates with a mixed continuous‐discrete model
R Calabrese - Applied stochastic models in business and …, 2014 - Wiley Online Library
To represent the high concentration of recovery rates at the boundaries, we propose to
consider the recovery rate as a mixed random variable, obtained as the mixture of a …
consider the recovery rate as a mixed random variable, obtained as the mixture of a …
Modelling LGD for unsecured retail loans using Bayesian methods
K Bijak, LC Thomas - Journal of the Operational Research Society, 2015 - Taylor & Francis
Abstract Loss Given Default (LGD) is the loss borne by the bank when a customer defaults
on a loan. LGD for unsecured retail loans is often found difficult to model. In the frequentist …
on a loan. LGD for unsecured retail loans is often found difficult to model. In the frequentist …
Loss given default decomposition using mixture distributions of in-default events
W Starosta - European Journal of Operational Research, 2021 - Elsevier
Modeling loss in the case of default is a crucial task for financial institutions to support the
decision making process in the risk management framework. It has become an inevitable …
decision making process in the risk management framework. It has become an inevitable …
Modeling recovery rates of small-and medium-sized entities in the US
A sound statistical model for recovery rates is required for various applications in
quantitative risk management, with the computation of capital requirements for loan …
quantitative risk management, with the computation of capital requirements for loan …
Customer comfort limit utilisation: Management tool informing credit limit-setting strategy decisions to improve profitability
K Visser, G Swart, J Pretorius… - Cogent Economics & …, 2022 - Taylor & Francis
The key criteria for making business decisions is profit, so when making credit limit-setting
strategy decisions, profitability will be the most important driver. The profitability of a credit …
strategy decisions, profitability will be the most important driver. The profitability of a credit …
[图书][B] Local housing market cycle and loss given default: Evidence from sub-prime residential mortgages
Y Zhang, L Ji, F Liu - 2010 - books.google.com
This paper studies the impact of housing market cycles on loss given default (LGD).
Previous studies have shown that the current loan-to-value ratio (CLTV) is the most …
Previous studies have shown that the current loan-to-value ratio (CLTV) is the most …
[PDF][PDF] Modelling recovery rate for incomplete defaults using time varying predictors
W Starosta - Central European Journal of Economic Modelling and …, 2020 - cejsh.icm.edu.pl
Abstract The Internal Rating Based (IRB) approach requires that financial institutions
estimate the Loss Given Default (LGD) parameter not only based on closed defaults but also …
estimate the Loss Given Default (LGD) parameter not only based on closed defaults but also …
[图书][B] Inkassounternehmen und der Erfolg beim Forderungseinzug
TR Beck - 2014 - books.google.com
Inkassounternehmen und die Determinanten ihres Erfolgs beim Einzug von
Lieferantenkrediten sind nur äußerst selten Gegenstand wissenschaftlicher …
Lieferantenkrediten sind nur äußerst selten Gegenstand wissenschaftlicher …
[PDF][PDF] Comparison of regression models for LGD estimation
A Arsova, M Haralampieva… - … : Credit Scoring and …, 2019 - cer.business-school.ed.ac.uk
❑ Assumes LGD has Beta distribution❑ Beta distribution is defined over (0, 1)→ small
constant (10-5) is added to/subtracted from end-point values 0 and 1❑ Different …
constant (10-5) is added to/subtracted from end-point values 0 and 1❑ Different …