African Institute of Financial Markets and Risk Management
Bias-Free Joint Simulation of Multi-Factor Short Rate Models and Discount Factor
Abstract
dc:description.abstractThis dissertation explores the use of single- and multi-factor Gaussian short rate models for the valuation of interest rate sensitive European options. Specifically, the focus is on deriving the joint distribution of the short rate and the discount factor, so that an exact and unbiased simulation scheme can be derived for risk-neutral valuation. We see that the derivation of the joint distribution remains tractable when working with the class of Gaussian short rate models. The dissertation compares three joint and exact simulation schemes for the short rate and the discount factor in the single-factor case; and two schemes in the multifactor case. We price European floor options and European swaptions using a twofactor Gaussian short rate model and explore the use of variance reduction techniques. We compare the exact and unbiased schemes to other solutions available in the literature: simulating the short rate under the forward measure and approximating the discount factor using quadrature.
Degree
thesis:*- Grantor dc:publisher.institution
- African Institute of Financial Markets and Risk Management
- Year dc:date.issued
- 2018
Author and committee
dc:creator, dc:contributor.*- Author dc:creator
-
- Lopes, Marcio Ferrao
- Advisors dc:contributor.advisor
-
- McWalter,Tom
- Kienitz, Jorg
Rights
- Language dc:language.iso
- eng
Identifiers
dc:identifier.*- Handle dc:identifier.uri
- http://hdl.handle.net/11427/29396
- OAI identifier oai:identifier
- oai:open.uct.ac.za:11427/29396