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The analysis of volatility in financial markets has become a first rank issue in modern financial theory and practice …: Whether in risk management, portfolio hedging, or option pricing, we need to have a precise notion of the market's expectation … of volatility. Much research has been done on the analysis of realized historic volatilities, Roll (1977) and references …
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