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Many time-series exhibit "long memory": Their autocorrelation function decays slowly with lag. This behavior has …
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phenomena in the literature. Maximum likelihood estimation is developed and shown to perform well in finite sample. We estimate …
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In this paper we attempt to establish unified sufficient conditions for geometric ergodicity of autoregressive models. It is shown that there is a close relationship between geometric ergodicity and mixing properties. The case of nonstationary time series is incorporated into the investigations....
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