This paper focuses the development of the diagnostics for the perturbations of case-weights and explanatory variables (one or more) in a linear logistic regression model. The effect of specific perturbation scheme on the estimation of parameters is also assessed. In addition, the interpretation...

The motivation behind the influence analysis is to increase the adequacy of the fitted model. Several local influence diagnostics have been proposed for different models such as linear regression, generalized linear, Weibull regression, proportional hazards etc. models by different authors on...

In the financial crisis literature, it is usually argued that, contrary to the case of currency crises, building a time series index to identify banking crisis episodes is highly difficult, particularly because of the lack of reliable data on banking sector variables (non-performing loans,...

This paper addresses an aspect of the financial crisis in South Korea that has not been dealt with in depth. The question that will be analyzed is: how does the general population perceive the crisis? In attempting to answer this question we rely on new representative survey data, covering the...

In this paper we have combined fundamental analysis and contingent claim analysis into a hybrid model of credit risk measurement. We have extended the standard Merton approach to estimate a new risk neutral distance to default metric, assuming a more complex capital structure, adjusting for...

We extend the credit risk valuation framework introduced by Gatfaoui (2003) to stochastic volatility models. We state a general setting for valuing risky debt in the light of systematic risk and idiosyncratic risk, which are known to affect each risky asset in the financial market. The option...

Farmer Mac is the GSE charged with creating a secondary market in loans backed by agricultural real estate. The Farm Credit Administration (FCA) has estimated a credit risk model for agricultural mortgages. This model is a key determinant of Farmer Mac’s risk based capital (RBC) requirement....

This paper examines the role and determinants of collateral in emerging markets compared to mature ones. Analyzing a data set of 560 credit files of Thai commercial banks, we find that both the incidence and degree of collateralization are higher there than in developed markets. Thai banks use...

The purpose of this paper is to see whether and how G-10 banks have complied with the 1988 Basel Accord. The interest of this study lies in the fact that the standardized approach to credit risk in the New Basel Accord is conceptually similar to the 1988 agreement. However, very little is known...

In this paper, by applying the potential approach to characterizing default risk, a class of simple affine and quadratic models is presented to provide a unifying framework of valuing both risk-free and defaultable bonds. It has been shown that the established models can accommodate the existing...