Engineering Applications of Statistics
The autoregressive part of a model refers to the component that captures the relationship between an observation and a number of lagged observations (previous time points). This concept is fundamental in time series analysis, as it helps to identify how past values influence current values, which is critical in forecasting future data points.
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