Posts Tagged ‘cointegracion

08
Mar
11

Finanzas 101: Modelar la volatilidad

El blog Quantitative Research and Trading propone una serie de posts sobre volatilidad y pricing de opciones. Asi mismo, linkea una presentación la cual vale la pena mirar.

En esta primera entrega ofrece algunos conceptos claves sobre volatilidad como este:

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Mean Reversion vs. Momentum
A puzzling feature of much of the literature on volatility is that it tends to stress the mean-reverting behavior of volatility processes.  This appears to contradict the finding that volatility behaves as a reinforcing process, whose long-term serial autocorrelations create a tendency to trend.  This leads to one of the most important findings about asset processes in general, and volatility process in particular: i.e. that the assets processes are simultaneously trending and mean-reverting.  One way to understand this is to think of volatility, not as a single process, but as the superposition of two processes:  a long term process in the mean, which tends to reinforce and trend, around which there operates a second, transient process that has a tendency to produce short term spikes in volatility that decay very quickly.  In other words, a transient, mean reverting processes inter-linked with a momentum process in the mean.  The presentation discusses two-factor modeling concepts along these lines, and about which I will have more to say later.

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"It is hard to be finite upon an infinite subject, and all subjects are infinite." Herman Melville

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