Monte Carlo Methods in Finance
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- Wiley
More About This Title Monte Carlo Methods in Finance
English
An invaluable resource for quantitative analysts who need to run models that assist in option pricing and risk management. This concise, practical hands on guide to Monte Carlo simulation introduces standard and advanced methods to the increasing complexity of derivatives portfolios. Ranging from pricing more complex derivatives, such as American and Asian options, to measuring Value at Risk, or modelling complex market dynamics, simulation is the only method general enough to capture the complexity and Monte Carlo simulation is the best pricing and risk management method available.
The book is packed with numerous examples using real world data and is supplied with a CD to aid in the use of the examples.
The book is packed with numerous examples using real world data and is supplied with a CD to aid in the use of the examples.
English
Peter Jäckel currently works at Commerzbank Securities in London as a quant in the front office product development and derivatives modelling group. Prior to that he worked within the NatWest Group/Royal Bank of Scotland Quantitative Research Centre. He started his career in finance with his employment at Nikko Securities' London operation.
English
Preface
Acknowledgements
Mathematical Notation
Introduction
The Mathematics Behind Monte Carlo Methods
Stochastic Dynamics
Process-driven Sampling
Correlation and Co-movement
Salvaging a Linear Correlation Matrix
Pseudo-random Numbers
Low-discrepancy Numbers
Non-uniform Variates
Variance Reduction Techniques
Greeks
Monte Carlo in the BGM/J Framework
Non-recombining Trees
Miscellanea
Bibliography
Index
Acknowledgements
Mathematical Notation
Introduction
The Mathematics Behind Monte Carlo Methods
Stochastic Dynamics
Process-driven Sampling
Correlation and Co-movement
Salvaging a Linear Correlation Matrix
Pseudo-random Numbers
Low-discrepancy Numbers
Non-uniform Variates
Variance Reduction Techniques
Greeks
Monte Carlo in the BGM/J Framework
Non-recombining Trees
Miscellanea
Bibliography
Index
