2011_Villiers,rory.pdf (3.98 MB)
On the valuation of cashflow CSOs without Monte Carlo simulation.
thesis
posted on 2023-01-30, 09:23 authored by Rory VilliersThe most common method of pricing a cashflow
collateralized debt obligation (cashflow
CDO) is to use Monte Carlo integration. However, Monte Carlo integration is computationally intensive and often faster methods of pricing are required. Gallagher et
al. (2009) proposed a semi-analytic approximation that allows fast pricing of cashflow CDOs.This thesis has two goals: (i) A self contained description of the mathematical background necessary for practical implementations of cash
ow CDO pricing and (ii) a critical examination of the semi-analytic cashflow
CDO pricing method proposed by
Gallagher et al. (2009). We examine one of the main arguments in their paper surrounding
the modality of the underlying probability distribution and suggest an alternative
explanation for the accuracy of their method. With this new understanding, we describe the conditions under which the approximation will be most accurate.
History
Faculty
- Faculty of Science and Engineering
Degree
- Master (Research)
First supervisor
Gleeson, James P.Note
peer-reviewedLanguage
EnglishDepartment or School
- Mathematics & Statistics