The Skinny on Quantitative Finance - October 9, 2020 - GARCH Models


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Oct 09 2020 21 mins   8
Volatility is autocorrelated, meaning that future values of volatility are correlated with past values. Autocorrelation tends to lead to fatter tails and more tail risk than what is estimated by a normal distribution, and volatility models that do not take this into account cannot accurately forecast volatility-related risk factors. Join Tom, Tony and Julia as they discuss GARCH models and how they can be used to account for autocorrelation in equity returns.