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Two time series are co-integrated when a linear combination has constant mean and standard deviation. Conversely, the two series never stray too far from one other. Co-integration is a helpful technique for studying relationships into multivariate time series, and gives a sound methodology for modelling both short-run and long-run dynamics in a financial system.