Heavy tail

Gist

A statistician’s worst nightmare– your Central Limit Theorem has no power here!

Definition

Any probability distributions where it decays to 0 slower than the Exponential Distribution.

Why bad?

• Any quantities that you calculate, assuming Central Limit Theorem, does not work

Heavy-tailed distributions

These appear in the Other distributions

• Cauchy Distribution