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parameters. Based on the widely-used R function, this method. To establish the order of differencing (d), Auto-ARIMA performs differencing tests such as Augmented Dickey-Fuller, Kwatkowski-Phillips-Schmidt-Shin, or Phillips-Perron. It then fits models within defined start p, max p, start q, and max