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Derivatives


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Heston Volatility


A volatility measure which is premised on “time-varying” volatility and factors’ co-dependency. In other words, the underlying volatility and mutual relationships among key variables are allowed, as opposed to Black-Scholes (B&S) assumptions, to fluctuate over time rather than remain stationary. The Black-Scholes model assumes that the underlying stock price follows a geometric Brownian motion with constant volatility and interest rates. But volatility, in the real world, does vary over time and is assumed to be driven by a stochastic process. Options with different strikes and expiration dates have different implied volatilities, as extracted using the B&S model. Furthermore, the prices of exotic options given by the B&S model can be widely off the mark because of their higher sensitivity to levels of volatility in comparison with standard vanilla options. In this respect, Heston volatility provides a basis for more realistic modeling of option prices.

Heston volatility was named after Steven Heston who introduced a mathematical model to describe the evolution of the volatility of an underlying asset.

It is also referred to as a stochastic volatility.


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