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Risk Budgeting: Portfolio Problem Solving with Value-at-Risk Book

Risk Budgeting: Portfolio Problem Solving with Value-at-Risk
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  • Risk Budgeting: Portfolio Problem Solving with Value-at-Risk
  • Written by author Neil D. Pearson
  • Published by Wiley, John & Sons, Incorporated, January 2002
  • Risk BudgetingTo successfully manage an investment portfolio, institutional investors and fund managers understand they must take risks to generate superior investment returns. The more complicated question is, "How much risk should they take?" In Risk
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INTRODUCTION.
What are Value-at-Risk and Risk Budgeting?
A Simple Equity Portfolio.
TECHNIQUES OF VALUE-AT-RISK AND STRESS TESTING.
The Delta-Normal Method.
Historical Simulation.
The Delta-Normal Method for a Fixed Income Portfolio.
Monte Carlo Simulation.
Using Factor Models to Compute the Value-at-Risk of Equity Portfolios.
Using Principal Components to Compute the Value-at-Risk of Fixed Income Portfolios.
Stress Testing.
RISK DECOMPOSITION AND RISK BUDGETING.
Decomposing Risk.
A "Long-Short" Hedge Fund Manager.
Aggregating and Decomposing the Risks of Large Portfolios.
Risk Budgeting and the Choice of Active Managers.
REFINEMENTS OF THE BASIC METHODS.
Delta-Gamma Approaches.
Variants of the Monte Carlo Approach.
Extreme Value Theory and VaR.
LIMITATIONS OF VALUE-AT-RISK.
VaR Is Only an Estimate.
Gaming the VaR.
Coherent Risk Measures.
CONCLUSION.
A Few Issues in Risk Budgeting.
References.


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