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ARIMA
What’s in a name
- Autoregressive: The “autoregressive” (AR) part of ARIMA indicates that the evolving variable of interest is regressed on its prior values.
- Moving average: The “moving average” (MA) part indicates that the regression error is a linear combination of error terms whose values occurred contemporaneously and at various times in the past.
- Integrated: The “integrated” (I) part indicates that the data values have been replaced with the difference between each value and the previous value.