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Random walk time series python

Random walk time series python
  1. What is random walk series in time series data?
  2. Is Arima random walk?

What is random walk series in time series data?

A random walk is another time series model where the current observation is equal to the previous observation with a random step up or down.

Is Arima random walk?

ARIMA models are a very general class of forecasting models that includes random walk models and more elaborate models whose forecasting equations may include lags of the differenced time series (so-called auto-regressive or "AR" terms) and/or lags of the forecast errors (so-called moving-average or "MA" terms).

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