A unit root is a feature of some stochastic processes that indicates a time series is non-stationary, meaning its statistical properties, like mean and variance, change over time. This property implies that shocks to the time series have a permanent effect, which is crucial for understanding the long-term behavior of economic and financial data. Recognizing whether a time series has a unit root helps in selecting appropriate models for forecasting and analyzing the underlying data.
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