What is ARIMA model in machine learning?

An ARIMA model is basically an ARMA model fitted on d-th order differenced time series such that the final differenced time series is stationary . A stationary time series is one whose statistical properties such as mean, variance, autocorrelation, etc. are all constant over time.

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