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Strong approximation of the recursive prediction error estimator of the parameters of an ARMA process

✍ Scribed by László Gerencsér


Publisher
Elsevier Science
Year
1993
Tongue
English
Weight
267 KB
Volume
21
Category
Article
ISSN
0167-6911

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The approximation of long-memory process
✍ Gopal K. Basak; Ngai Hang Chan; Wilfredo Palma 📂 Article 📅 2001 🏛 John Wiley and Sons 🌐 English ⚖ 196 KB

## Abstract A mean square error criterion is proposed in this paper to provide a systematic approach to approximate a long‐memory time series by a short‐memory ARMA(1, 1) process. Analytic expressions are derived to assess the effect of such an approximation. These results are established not only