Xiao, Tim (2019): Incremental Risk Charge Methodology.
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Abstract
The incremental risk charge (IRC) is a new regulatory requirement from the Basel Committee in response to the recent financial crisis. Notably few models for IRC have been developed in the literature. This paper proposes a methodology consisting of two Monte Carlo simulations. The first Monte Carlo simulation simulates default, migration, and concentration in an integrated way. Combining with full re-valuation, the loss distribution at the first liquidity horizon for a subportfolio can be generated. The second Monte Carlo simulation is the random draws based on the constant level of risk assumption. It convolutes the copies of the single loss distribution to produce one year loss distribution. The aggregation of different subportfolios with different liquidity horizons is addressed. Moreover, the methodology for equity is also included, even though it is optional in IRC.
Item Type: | MPRA Paper |
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Original Title: | Incremental Risk Charge Methodology |
English Title: | Incremental Risk Charge Methodology |
Language: | English |
Keywords: | Incremental risk charge (IRC), constant level of risk, liquidity horizon, constant loss distribution, Merton-type model, concentration. |
Subjects: | C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C51 - Model Construction and Estimation C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C58 - Financial Econometrics G - Financial Economics > G1 - General Financial Markets > G12 - Asset Pricing ; Trading Volume ; Bond Interest Rates G - Financial Economics > G1 - General Financial Markets > G15 - International Financial Markets G - Financial Economics > G1 - General Financial Markets > G17 - Financial Forecasting and Simulation |
Item ID: | 94581 |
Depositing User: | Tim Xiao |
Date Deposited: | 19 Jun 2019 14:16 |
Last Modified: | 26 Sep 2019 23:10 |
References: | Basel Committee on Banking Supervision, 31 July 2003, “The new Basel capital accord.” Basel Committee on Banking Supervision, July 2008, “Guidelines for Computing Capital for Incremental Default Risk in the Trading Book.” Basel Committee on Banking Supervision, July 2009 (a), “Guidelines for Computing Capital for Incremental Risk in the Trading Book.” Basel Committee on Banking Supervision, July, 2009 (b), “Revisions to the Basel II market risk framework.” Basel Committee on Banking Supervision, October 2009 ©, “Analysis of the trading book quantitative impact study.” Gary Dunn, April 2008, “A multiple period Gaussian Jump to Default Risk Model.” FinPricing, Risk Management Solution, https://finpricing.com/paperList.html Erik Heitfield, 2003, “Dealing with double default under Basel II,” Board of Governors of the Federal Reserve System. Jongwoo Kim, Feb 2009, “Hypothesis Test of Default Correlation and Application to Specific Risk,” RiskMetrics Group. J.P.Morgan, April, 1997, “CreditMetrics – Technical Document.” Dirk Tasche, Feb 17, 2004, “The single risk factor approach to capital charges in case of correlated loss given default rates.” Tim Xiao, February 2009, “Incremental Risk Charge Methodology,” CIBC Internal. Tim Xiao, etc, May 2009, “Incremental Risk Charge Impact Study,” CIBC Internal. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/94581 |