Compound Lévy random bridges and credit risky asset pricing
In this thesis, we study random bridges of a certain class of Lévy processes and their applications to credit risky asset pricing. In the first part, we construct the compound random bridges(CLRBs) and analyze some tools and properties that make them suitable models for information processes. We foc...
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University of Cape Town
2016
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Online Access: | http://hdl.handle.net/11427/20681 |
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ndltd-netd.ac.za-oai-union.ndltd.org-uct-oai-localhost-11427-206812020-07-22T05:07:41Z Compound Lévy random bridges and credit risky asset pricing Ikpe, Dennis Chinemerem Künzi, Hans-Peter A Becker, Ronald Mataramvura, Sure Financial Markets Risk Management In this thesis, we study random bridges of a certain class of Lévy processes and their applications to credit risky asset pricing. In the first part, we construct the compound random bridges(CLRBs) and analyze some tools and properties that make them suitable models for information processes. We focus on the Markov property, dynamic consistency, measure changes and increment distributions. Thereafter, we consider applications in credit risky asset pricing. We generalize the information based credit risky asset pricing framework to incorporate prematurity default possibilities. Lastly we derive closed-form expressions for default trends and intensities for credit risky bonds with CLRB as the background partial information process. We obtain analytical expressions for specific CLRBs. The second part looks at application of stochastic filtering in the current information based asset pricing framework. First, we formulate credit risky asset pricing in the information-based framework as a filtering problem under incomplete information. We derive the Kalman-Bucy filter in one dimension for bridges of Lévy processes with a given finite variance. 2016-07-25T11:25:55Z 2016-07-25T11:25:55Z 2016 Doctoral Thesis Doctoral PhD http://hdl.handle.net/11427/20681 eng application/pdf University of Cape Town Faculty of Science Department of Mathematics and Applied Mathematics |
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English |
format |
Doctoral Thesis |
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Financial Markets Risk Management |
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Financial Markets Risk Management Ikpe, Dennis Chinemerem Compound Lévy random bridges and credit risky asset pricing |
description |
In this thesis, we study random bridges of a certain class of Lévy processes and their applications to credit risky asset pricing. In the first part, we construct the compound random bridges(CLRBs) and analyze some tools and properties that make them suitable models for information processes. We focus on the Markov property, dynamic consistency, measure changes and increment distributions. Thereafter, we consider applications in credit risky asset pricing. We generalize the information based credit risky asset pricing framework to incorporate prematurity default possibilities. Lastly we derive closed-form expressions for default trends and intensities for credit risky bonds with CLRB as the background partial information process. We obtain analytical expressions for specific CLRBs. The second part looks at application of stochastic filtering in the current information based asset pricing framework. First, we formulate credit risky asset pricing in the information-based framework as a filtering problem under incomplete information. We derive the Kalman-Bucy filter in one dimension for bridges of Lévy processes with a given finite variance. |
author2 |
Künzi, Hans-Peter A |
author_facet |
Künzi, Hans-Peter A Ikpe, Dennis Chinemerem |
author |
Ikpe, Dennis Chinemerem |
author_sort |
Ikpe, Dennis Chinemerem |
title |
Compound Lévy random bridges and credit risky asset pricing |
title_short |
Compound Lévy random bridges and credit risky asset pricing |
title_full |
Compound Lévy random bridges and credit risky asset pricing |
title_fullStr |
Compound Lévy random bridges and credit risky asset pricing |
title_full_unstemmed |
Compound Lévy random bridges and credit risky asset pricing |
title_sort |
compound lévy random bridges and credit risky asset pricing |
publisher |
University of Cape Town |
publishDate |
2016 |
url |
http://hdl.handle.net/11427/20681 |
work_keys_str_mv |
AT ikpedennischinemerem compoundlevyrandombridgesandcreditriskyassetpricing |
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1719330531640868864 |