Removing Non-stationarity
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The diffrenced series: $$Y_{t}^{\prime}=Y_{t}-Y_{t-1} $$
Second-order diffrenced series: $$Y_{t}^{\prime\prime}=Y_{t}^{\prime}-Y_{t-1}^{\prime} $$