Merton's Optimal Portfolio Problem under Sporadic Bankruptcy

The dataset used in the paper is a stock market following a geometric Brownian motion and a riskless asset continuously compounded at a constant rate. The stock can go bankrupt, i.e., lose all of its value, at some exogenous random time modeled as the first arrival time of a homogeneous Poisson process.