Review of Statistical Arbitrage, Cointegration, and Multivariate Ornstein-Uhlenbeck
ARPM - Advanced Risk and Portfolio Management
May 14, 2009
We introduce the multivariate Ornstein-Uhlenbeck and discuss how it generalizes a vast class of continuous-time and discrete-time multivariate processes. Relying on the simple geometrical interpretation of the dynamics of the Ornstein-Uhlenbeck process we introduce cointegration and its relationship to statistical arbitrage. We illustrate an application to swap contract strategies. Fully documented code illustrating the theory and the applications is available at MATLAB Central.
Number of Pages in PDF File: 20
Keywords: alpha, z-score, signal, half-life, vector-autoregression (VAR), moving average (MA), VARMA, stationary, unit-root, mean-reversion, Levy processes
JEL Classification: C1, G11
Date posted: May 15, 2009 ; Last revised: December 6, 2010
© 2016 Social Science Electronic Publishing, Inc. All Rights Reserved.
This page was processed by apollobot1 in 0.235 seconds