Integrated structural approach to Credit Value Adjustment

被引:15
作者
Ballotta, Laura [1 ]
Fusai, Gianluca [1 ,2 ]
Marazzina, Daniele [3 ]
机构
[1] City Univ London, Fac Finance, Cass Business Sch, London EC1Y 8TZ, England
[2] Univ Piemonte Orientale, Dipartimento SEI, I-28100 Novara, Italy
[3] Politecn Milan, Dipartimento Matemat, I-20133 Milan, Italy
关键词
Finance; Credit Value Adjustment; Collateral; Initial margin; Netting; COUNTERPARTY RISK; DEFAULT; COLLATERALIZATION; SPREADS; OPTIONS; MODELS; SWAPS;
D O I
10.1016/j.ejor.2018.07.026
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper proposes an integrated pricing framework for Credit Value Adjustment of equity and commodity products. The given framework, in fact, generates dependence endogenously, allows for calibration and pricing to be based on the same numerical schemes (up to Monte Carlo simulation), and also allows the inclusion of risk mitigation clauses such as netting, collateral and initial margin provisions. The model is based on a structural approach which uses correlated Levy processes with idiosyncratic and systematic components; the pricing numerical scheme, instead, efficiently combines Monte Carlo simulation and Fourier transform based methods. We illustrate the tractability of the proposed framework and the performance of the proposed numerical scheme by means of a case study on a portfolio of commodity swaps using real market data. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:1143 / 1157
页数:15
相关论文
共 53 条
[1]  
Andersen L B. G., 2017, CREDIT EXPOSURE PRES, DOI [10.2139/ssrn.2806156, DOI 10.2139/SSRN.2806156]
[2]  
[Anonymous], 2011, Credit Risk Frontiers: Subprime Crisis, Pricing and Hedging, CVA, MBS, Ratings, and Liquidity, DOI DOI 10.1002/9781118531839.CH14
[3]  
[Anonymous], 2015, FINANCIAL TIMES
[4]  
[Anonymous], 2014, ISDA Margin Survey 2014
[5]  
[Anonymous], 1987, Probability of Loss on Loan Portfolio
[6]   A dynamic program for valuing corporate securities [J].
Ayadi, Mohamed A. ;
Ben-Ameur, Hatem ;
Fakhfakh, Tarek .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2016, 249 (02) :751-770
[7]  
Ballotta L., 2015, Finance, V36, P39, DOI DOI 10.3917/FINA.361.0039
[8]   Multivariate FX models with jumps: Triangles, Quantos and implied correlation [J].
Ballotta, Laura ;
Deelstra, Griselda ;
Rayee, Gregory .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2017, 260 (03) :1181-1199
[9]   Multivariate asset models using Levy processes and applications [J].
Ballotta, Laura ;
Bonfiglioli, Efrem .
EUROPEAN JOURNAL OF FINANCE, 2016, 22 (13) :1320-1350
[10]  
Barndorff-Nielsen Ole., 1995, RES REPORT 300