Monte Carlo Simulations

Overview

Using the latent variable model given above, you can simulate a portfolio of loans by generating a Gaussian 0,1 variable for Z and a Gaussian variable for each {% e_i %}. Calculate a joint default probability as above and then calculate the implied asset correlation. Use this number to calculate the w values as above. Then calculate default for each loan using the simulated asset values as above.

Likelihood Multiple Sectors