In a dynamic model of optimal bailouts, we show how borrower myopia affects the severity of debt crises. Myopic borrowers misprice the option to default with a U-shaped negative pricing error. The myopia discount changes the optimal bailout policy. Myopia gets punished when the distortions from...

This paper proposes a machine learning approach to estimate physical forward default intensities. Default probabilities are computed using artificial neural networks to estimate the intensities of the inhomogeneous Poisson processes governing default process. The major contribution to previous...