At the same time, the prediction part showed that the highest monthly incidence per year has a decreasing trend after 2015.
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The sentences
From January 2011 to May 2016, the annual maximum values showed an increasing trend, however, the ARIMAX model could accurately predict from this increasing trend that the maximum monthly incidence decreased in 2016.