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Quantitative Finance · Glossary

What is Characteristic function?

Definition 1.4 Quantitative Methods · Chapter 1 — Probability at Speed

The characteristic function of a random variable XX is φX(u)=E[eiuX]\varphi_X(u) = \E[e^{\iu uX}], u∈Ru \in \R; of a random vector, φX(u)=E[eiu⊤X]\varphi_X(u) = \E[e^{\iu u^\top X}], u∈Rdu \in \R^d. It exists for every law, determines it, and turns sums of independent variables into products.

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