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Correlations in firm default behavior

Author(s)
Thirukkonda, Sreeram (Sreeram Radhakrishnan), 1975-
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Alternative title
Modeling correlated credit risks using structural and reduced form models
Other Contributors
System Design and Management Program.
Advisor
Scott Joslin.
Terms of use
M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission. http://dspace.mit.edu/handle/1721.1/7582
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Abstract
Modeling credit risk using Structural and Reduced Form models has been a popular and apropos topic of research. This work makes an attempt to better understand correlations in firm default. A review of contemporary research reveals several models with varying degrees of assumptions around firm default and how they relate to macroeconomic variables. More recent literature also makes use of a doubly stochastic assumption which in essence holds that given a certain path of covariates the default probabilities of two similar firms is independent. We explore empirical evidence which points to correlated defaults conditional on various explanatory covariates. Given the strong similarities in underlying firm structure and relationship to macro-economic environment, it can be hypothesized that there exist correlations in default behavior among similar firms.
Description
Thesis (S.M.)--Massachusetts Institute of Technology, System Design and Management Program, 2009.
 
Cataloged from PDF version of thesis.
 
Includes bibliographical references (p. 67-68).
 
Date issued
2009
URI
http://hdl.handle.net/1721.1/55245
Department
System Design and Management Program.
Publisher
Massachusetts Institute of Technology
Keywords
System Design and Management Program.

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