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Charles University in Prague
             Faculty of Mathematics and Physics


                   MASTER THESIS




                        Peter Mlej


  Kreditní přirážka k tržnímu ocenění:
   přístupy k výpočtu a modelování

Credit Valuation Adjustment: Approaches
    to Modeling and Computations

    Department of Probability and Mathematical Statistics

Supervisor of the master thesis: doc. RNDr. Witzany Jiří, Ph.D.
               Study programme: Mathematics
     Specialization: Financial and Insurance Mathematics

                         Prague 2011
Title: Credit Valuation Adjustment: approaches to computation and modeling


Author:Peter Mlej


Department: Department of Probability and Mathematical Statistics


Supervisor: doc. RNDr. Witzany Jiří, Ph.D


Abstract: In this work we are introducing a risk neutral valuation formula for
counterparty default risk adjustments in an unilateral and in a bilateral case. In
the unilateral case the adjustment is represented by a Credit Valuation Adjust-
ment(CVA) and in the bilateral case the adjustment is quantified by a Bilateral
Risk Adjustment(BVA). We are incorporating these adjustments into the values
of zero coupon bonds, coupon bearing bonds and interest rate swaps. For such an
incorporation, risk neutral default probabilities extracted from the market quotes
of Credit Default Swaps are needed. A Bootstrap method is used to derive them
and a reduced form approach is used to model the default times. In the practical
part, we are calculating Greek and Czech risk neutral default probabilities during
the years 2008-2010. We are calculating CVA for 18 quoted Greek government
bonds and we are comparing the adjusted prices with the market quoted prices of
these bonds. We study the impact of a risk free interest rate curve choice on such
a valuation. In the last sections, we construct an interest rate swap between the
Czech and the Greece. We compute and study CVA and BVA for this interest
rate swap.

Keywords:credit valuation adjustment, debit valuation adjustment, counterparty
default risk

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Master Thesis Peter Mlej Charles University Prague 2011

  • 1. Charles University in Prague Faculty of Mathematics and Physics MASTER THESIS Peter Mlej Kreditní přirážka k tržnímu ocenění: přístupy k výpočtu a modelování Credit Valuation Adjustment: Approaches to Modeling and Computations Department of Probability and Mathematical Statistics Supervisor of the master thesis: doc. RNDr. Witzany Jiří, Ph.D. Study programme: Mathematics Specialization: Financial and Insurance Mathematics Prague 2011
  • 2. Title: Credit Valuation Adjustment: approaches to computation and modeling Author:Peter Mlej Department: Department of Probability and Mathematical Statistics Supervisor: doc. RNDr. Witzany Jiří, Ph.D Abstract: In this work we are introducing a risk neutral valuation formula for counterparty default risk adjustments in an unilateral and in a bilateral case. In the unilateral case the adjustment is represented by a Credit Valuation Adjust- ment(CVA) and in the bilateral case the adjustment is quantified by a Bilateral Risk Adjustment(BVA). We are incorporating these adjustments into the values of zero coupon bonds, coupon bearing bonds and interest rate swaps. For such an incorporation, risk neutral default probabilities extracted from the market quotes of Credit Default Swaps are needed. A Bootstrap method is used to derive them and a reduced form approach is used to model the default times. In the practical part, we are calculating Greek and Czech risk neutral default probabilities during the years 2008-2010. We are calculating CVA for 18 quoted Greek government bonds and we are comparing the adjusted prices with the market quoted prices of these bonds. We study the impact of a risk free interest rate curve choice on such a valuation. In the last sections, we construct an interest rate swap between the Czech and the Greece. We compute and study CVA and BVA for this interest rate swap. Keywords:credit valuation adjustment, debit valuation adjustment, counterparty default risk