The Epidemiologic Volatility Index (EVI) has been inspired by the use of volatility indices in the stock markets where a mainly negative association has been observed between volatility indices and stocks or stocks' future prices \cite{Fernandes_2014,Brenner_1989} . Stock price volatility indices are based on the standard deviation of historical price data sets.