Do long-memory models have long memory?

Do long-memory models have long memory?

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Article ID: iaor200144
Country: Netherlands
Volume: 16
Issue: 1
Start Page Number: 121
End Page Number: 124
Publication Date: Jan 2000
Journal: International Journal of Forecasting
Authors:
Keywords: ARIMA processes
Abstract:

This paper examines the predictability memory of fractionally integrated ARMA processes. Very long memory is found for positively fractionally integrated processes with large positive AR parameters. However, negative AR parameters absorb, to a great extent, the memory generated by a positive fractional difference. An MA parameter may also reduce the predictability memory substantially, even if the parameter alone provides hardly any memory.

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