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Quantitative Finance · Glossary

What is Mean reversion, Ornstein–Uhlenbeck process, half-life?

Also known as: mean reversion · Ornstein--Uhlenbeck process · half-life

Definition 4.5 Quantitative Methods · Chapter 4 — Stochastic Differential Equations

A process shows mean reversion when its drift pulls it toward a level. The Ornstein–Uhlenbeck process is the Gaussian case dX=κ(xˉ−X) dt+σ dWdX = \kappa(\bar x - X)\,dt + \sigma\,dW, κ>0\kappa > 0. The half-life of a mean-reverting process is the time ln⁡2/κ\ln 2/\kappa after which the expected deviation from the level has halved.

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