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Answers for “为什么当原始时间序列具有线性趋势时,差分会有所帮助?”

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The differenced series ztz_t is defined as the difference between the next value of the original series and the current value. Mathematically, it is expressed as zt=qt+1−qtz_t = q_{t+1} - q_t.

Conditions: The original series is indexed by time tt.; The values represent observations at discrete time points (e.g., months).