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Conceptfractional integration / 分数阶积分

Fractional Integration

A mathematical framework extending classical integer-order integration to real-valued orders. In time-series analysis it characterizes long-memory properties through fractional differencing operators that cause autocorrelation functions to decay as a power law, forming the theoretical basis of ARFIMA models.

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Oct 8

When measuring prediction error after fractional integration, there is an exact 1/L leading-order error for forecasting from a finite context of length L.

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