Bank’s major approach in her internal rating system is credit scoring valuation which focused on corporates’ idiosyncratic risks and based on their financial indexes. Hence, an influence on corporates’ credit risks by business variation is not considered in her system. We model the effect...

In credit default prediction models, the need to deal with time-varying covariates often arises. For instance, in the context of corporate default prediction a typical approach is to estimate a hazard model by regressing the hazard rate on time-varying covariates like balance sheet or stock...

Predicting default probabilities is important for firms and banks to operate successfully and to estimate their specific risks. There are many reasons to use nonlinear techniques for predicting bankruptcy from financial ratios. Here we propose the so called Support Vector Machine (SVM) to...

A firm's current leverage ratio is one of the core characteristics of credit quality used in statistical default prediction models. Based on the capital structure literature, which shows that leverage is mean-reverting to a target leverage, we forecast future leverage ratios and include them in...

Using a novel data set and new proxies for rollover losses and market illiquidity, this paper finds that market illiquidity affects corporate bond spreads beyond a liquidity premium through a “rollover risk channel”. This effect is economically significant during episodes of market...

I use the 2007-2008 financial crisis to gauge how internal financial resources and external financial constraints mitigate or worsen the impact of the crisis on default risk of US industrial firms. I identify heterogeneity in short-term funding needs at the onset of the crisis by exploiting...

We incorporate long-term defaultable corporate bonds and credit risk in a dynamic stochastic general equilibrium business cycle model. Credit risk amplifies aggregate technology shocks. The debt-capital ratio is a new state variable and its endogenous movements provide a propagation mechanism....

We provide evidence that a firm's exposure to industry downturns, what we refer to as industry risk, is an important factor affecting ex post recovery rates and ex ante bank loan pricing and the borrowing firms use of cash. The basic idea is that if it is costly to redeploy industry assets, then...

We incorporate long-term defaultable corporate bonds and credit risk in a dynamic stochastic general equilibrium business cycle model. Credit risk amplifies aggregate technology shocks. The debt-capital ratio is a new state variable and its endogenous movements provide a propagation mechanism....