Time Series Analysis, Time Series Forecasting, Time Series Model, Machine Learning, Data Science.
the ARMA model to non-stationary times series. We need to take the difference of the time series to make it stationary. Only then can we model it. However, when we do this, we have a modal which is trained to predict the value of the difference of the time series. What we really want to predict is