What is Fractional Integration?
- 1 November 1999
- journal article
- Published by MIT Press in The Review of Economics and Statistics
- Vol. 81 (4) , 632-638
- https://doi.org/10.1162/003465399558490
Abstract
A simple construction that will be referred to as an error duration model is shown to generate fractional integration and long memory. An error duration representation also exists for many familiar ARMA models, making error duration an alternative to autoregression for explaining dynamic persistence in economic variables. The results lead to a straightforward procedure for simulating fractional integration and establish a connection between fractional integration and common notions of structural change. Two examples show how the error duration model could account for fractional integration in aggregate employment and in asset price volatility.Keywords
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