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The Measurement of Market Risk: Modelling of Risk Factors, Asset Pricing, and Approximation of Portfolio Distributions (Lecture Notes in Economics and Mathematical Systems)
 
 
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The Measurement of Market Risk: Modelling of Risk Factors, Asset Pricing, and Approximation of Portfolio Distributions (Lecture Notes in Economics and Mathematical Systems) [Paperback]

Pierre-Yves Moix (Author)

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Book Description

August 9, 2001 3540421432 978-3540421436 1
The objective of this book is to set up an economic quantitative model for the assessment of financial market risk. The Measurement of Market Risk reviews the probabilistic modelling of so-called risk factors, which represent the uncertainty of financial markets, and discusses the issue of risk as the perception of uncertainty by individuals when faced with a decision problem. Further, the book discusses the pricing of financial instruments as a function of risk factors. Emphasis is put on options, because they exhibit a non-linear exposure to the risk factors. The core of the text is the assessment of risk for financial portfolios by way of estimating the portfolio probability distribution. A new approach, the Barycentric Discretisation with Piecewise Quadratic Approximation (BDPQA), which poses no assumptions on the risk factor distribution and accounts for the non-linearity of the price functions, is introduced.

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Inside This Book (learn more)
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
simplicial coverage, risk factor space, capital requirement decision, actual risk profile, linear pricing measure, distributed risk factors, logarithmic price changes, risk factor distribution, barycentric weights, risk factor dynamics, piecewise quadratic approximation, stochastic dominance rules, portfolio distribution, discounted price process, feasible portfolios, expected utility representation, star discrepancy, uniform deviates, lower partial moments, expected utility hypothesis, squared returns, trinomial model, conditional volatility, subadditivity property, quantile estimators
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Monte Carlo, Basle Committee, Itô's Lemma, Percentile Approximation Absolute, Swiss Market Index
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