Pricing Default Risk In Mortgage-Backed Securities Under A Regime-Switching Reduced-Form Model

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS(2021)

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Abstract
In this paper, we propose a reduced-form model to price default risk in mortgages and fixed-rate pass-through mortgage-backed securities. Since the default of borrowers is often affected by macroeconomic conditions, we take into account the changes of market regimes. We introduce a default factor process to model the default risk of borrowers and define its exponential decreasing rate as default rate, which follows a shot-noise process. The model assumes that the interest rate and the default rate are all influenced by macroeconomic conditions described by a homogeneous Markov chain. Explicit pricing formulas for mortgage-backed securities with defaultable underlying mortgages are obtained through the conditional Laplace transform of the regime-switching shot-noise process. Numerical illustration is also presented to show the impact of model parameters on the price.
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Key words
Mortgage-backed security (MBS), credit risk, regime-switching
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