November 14th, 2006, 5:22 pm
Hi,I'm interested in implementing the gaussian copula method to price first to default contracts. Typically would be on sovereign issuers (5 or 6).I already understood how to generate random numbers with a Normal correlation structure with the use of the cholesky decomposition.But I cant understand how to obtain the time to default. I can obtain it by doing F-1(u), but I cant figure out how to choose the Marginal distributions. I read somewhere that the usual is to consider an exponential distribution of the survival time.How can I estimate the hazard rate and the correlation matrix? What other marginal distributions could I use? How can I estimate the parameters and? As you can see Im really confused. Any help would be much appreciated.Any good book for starters like myself (maybe with some numerical examples)?Thanks in advance,Pedro Raquel