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Market Risk Modelling
2nd Edition
Discipline: Quantitative Analysis, Energy & Commodities, Derivatives & Options
First published:
ISBN: 9781906348779
This fully updated and revised second edition of Market Risk Modelling expands to incorporate the vast developments in the risk management landscape since the first edition, both in terms of advances in statistical techniques and their application. With new material focusing on key topics such as tail risk modelling and stochastic forecasting, Market Risk Modelling describes easily implementable tools and approaches for use by the time-starved risk manager.
Contents
Preface
Risk Modelling and its Myths
Mastering the R Statistical Package
Key Concepts on Probability
Tools for Describing Risk Factors and Portfolios
The Essentials of Hypothesis Testing for Risk Managers
Alternative Methods to Measure Correlation
A Primer On Maximum Likelihood Estimation
Regression in a Nutshell
Fitting Probability Distributions to Data
Practical Principal Components Analysis
Three Essential Models for Volatility
Random Numbers and Applied Simulation
Tail Risk Modelling
Conclusion to 'Market Risk Modelling (2nd edition)'