Stationarity

Overview

Stochastic Trends

The following random walks are generated randomly. (click the run button to re-run the simulation) The first time series is regressed against the second. Note the p-value, which for most simulations will show something significant, despite there being no relation between the two time series.

This demonstrates the need for differencing of non stationary series.

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