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independently and identically distributed (i.i.d). It is therefore concluded that the generalized Pareto distribution (GPD) is a …
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Linear GARCH(1,1) and threshold GARCH(1,1) processes are established as regularly varying, meaning their heavy tails are Pareto like, under conditions that allow the innovations from the, respective, processes to be skewed. Skewness is considered a stylized fact for many financial returns...
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