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  • Search: subject:"Mean square error (MSE) criterion"
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1) 1 ARFIMA(p 1 ARMA(1 1 Chaos Game Representation (CGR) 1 DNA sequence 1 Long-memory process 1 Mean square error (MSE) criterion 1 Short-memory process 1 q) 1
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Gao, Jie 1 Xu, Zhen-yuan 1 Zhang, Li-ting 1
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Physica A: Statistical Mechanics and its Applications 1
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Approximating long-memory DNA sequences by short-memory process
Gao, Jie; Xu, Zhen-yuan; Zhang, Li-ting - In: Physica A: Statistical Mechanics and its Applications 388 (2009) 17, pp. 3475-3485
This paper analyzes the approximation of a general long-memory ARFIMA (p,d,q) process by a short-memory ARMA(1, 1) process. To validate this approximation, a mean square error forecast criterion is considered, and the calculation of the mean square error between the observation Xt+l of an ARFIMA...
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