Variance-Covariance Based Risk Allocation in Credit Portfolios: Analytical Approximation
نویسنده
چکیده
High precision analytical approximation is proposed for variance-covariance based risk allocation in a portfolio of risky assets. A general case of a single-period multi-factor Merton-type model with stochastic recovery is considered. The accuracy of the approximation as well as its speed are compared to and shown to be superior to those of Monte Carlo simulation.
منابع مشابه
Asset Allocation and Risk Assessment with Gross Exposure Constraints for Vast Portfolios
Markowitz (1952, 1959) laid down the ground-breaking work on the mean-variance analysis. Under his framework, the theoretical optimal allocation vector can be very different from the estimated one for large portfolios due to the intrinsic difficulty of estimating a vast covariance matrix and return vector. This can result in adverse performance in portfolio selected based on empirical data due ...
متن کاملAnalytical Methods for Hedging Systematic Credit Risk with Linear Factor Portfolios
This paper is part of a series explaining various methodologies for defining and measuring the contributions of systematic factors to economic capital as well as for hedging systematic risk in credit portfolios. Multi-factor credit portfolio models are used widely today for measuring and managing economic capital as well as for pricing credit portfolio instruments such as collateralized debt ob...
متن کاملAnalytical Framework for Credit Portfolios
Analytical, free of time consuming Monte Carlo simulations, framework for credit portfolio systematic risk metrics calculations is presented. Techniques are described that allow calculation of portfolio-level systematic risk measures (standard deviation, VaR and Expected Shortfall) as well as allocation of risk down to individual transactions. The underlying model is the industry standard multi...
متن کاملInvestigating the Effect of Selected Sustainable Development Indicators on Credit Allocation: the Case of National Development Fund of Iran
Credit allocation through the usage of Portfolio optimization mainly seeks tomaximize return and minimize the risk of the portfolio; but there are other importantissues including sustainable development which is important for government/publicsectors. This paper presents a novel credit allocation approach based on portfoliooptimization and investigates the effects of selected indicators of sust...
متن کاملPortfolio credit-risk optimization
This paper evaluates several alternative formulations for minimizing the credit risk of a portfolio of financial contracts with different counterparties. Credit risk optimization is challenging because the portfolio loss distribution is typically unavailable in closed form. This makes it difficult to accurately compute Value-at-Risk (VaR) and expected shortfall (ES) at the extreme quantiles tha...
متن کامل