Calibrating Credit Risk Dynamics in Private Infrastructure Debt

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Recent research has demonstrated that structural credit risk models are capable of explaining the credit risk process for private, illiquid debt. This article extends this literature by proposing a simple and intuitive calibration approach using Bayesian inference to capture the nonlinear dynamics of debt service cover ratios.

A Structural Credit Risk Model for Illiquid Debt

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We develop a structural credit risk model relying on cash flow data to derive credit risk metrics that is useful for illiquid assets for which a time series of prices is not observable. Our methodology is designed to require a parsimonious dataset of observable inputs.