A unit root is a characteristic of a time series that indicates the presence of a stochastic trend, meaning that shocks to the series have a permanent effect on its future values. In the context of testing for stationarity, a unit root implies that the time series is non-stationary, making it essential to identify and address in order to apply various statistical methods correctly.
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