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Synopsis: The changes in financial markets and regulatory environment following the financial crisis created many new analytics requirements.
These requirements include those for computing CVA. In addition, advanced limit management based on potential future exposure (PFE) has taken an increased role following the crisis. Calculation of PFE-based limits also requires simulation of portfolio to maturity in either risk neutral or real measure. Other important requirements include modelling funding (FVA), collateral needs and cheapest to deliver collateral, and projection of portfolio cashflows for liquidity management.
Previously many of these calculations were only performed by the largest sell side firms. Now, most of them are also required by small and medium banks, as well as asset managers and corporates.
These new requirements can only be met by performing path consistent Monte Carlo simulation of portfolios involving a large number of risk factors over long time horizon (up to and exceeding 30 years).
Written by industry expert Alexander Sokol, this is the first book to focus specifically on model construction and calibration for long-term portfolio simulation. The book offers insider knowledge and techniques for the unique modelling methodologies required in simulating entire portfolios.
The book will address the following topics for multiple asset classes, including interest rate, cross currency and hybrid, CDS and credit products, and structured products:
- Methodology fundamentals
- Risk neutral models
- Real world models
- Margin period of risk
- General wrong way risk
- Systemic wrong way risk
- Cashflow aggregation
- American Monte Carlo
- CVA and funding
- Collateral optimisation
- Liquidity and PFE-based limits
- Regulatory capital
Long-Term Portfolio Simulation is a comprehensive reference for quants responsible for building models for CVA, PFE, limits, liquidity, or funding, as well as those auditing and reviewing the models.
About the Author:
Alexander Sokol is founder and CEO of CompatibL, a software and custom development company specialising in trading and risk management applications, financial analytics, and technical computing. Prior to starting CompatibL in 2003, Alexander was founder and chief technology officer of Numerix, the leading provider of derivatives pricing software, where from 1996 to 2003 he was responsible for the entire R&D effort including quant research and product development.
Alexander s academic career included faculty positions in theoretical physics at the University of Illinois at Urbana-Champaign and L. D. Landau Institute for Theoretical Physics (Moscow). He holds a PhD in Theoretical Physics from L. D. Landau Institute and an MSc in Physics (with distinction) from the Moscow Institute of Physics and Technology (PhysTech).
Title: Long-Term Portfolio Simulation - For XVA, ...
Publisher: Risk Books
Publication Date: 2014
Book Condition: Used: Good
Book Description Risk Books. Paperback. Book Condition: Brand New. 9.13x6.06x0.79 inches. In Stock. Bookseller Inventory # 1782720952