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  • Search: subject:"Integrated AR(∞) processes"
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Asymptotic efficiency 1 Integrated AR(∞) processes 1 Mean squared prediction error 1 Model selection 1
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Ing, Ching-Kang 1 Sin, Chor-yiu 1 Yu, Shu-Hui 1
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Journal of Multivariate Analysis 1
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Model selection for integrated autoregressive processes of infinite order
Ing, Ching-Kang; Sin, Chor-yiu; Yu, Shu-Hui - In: Journal of Multivariate Analysis 106 (2012) C, pp. 57-71
We show that Akaike’s Information Criterion (AIC) and its variants are asymptotically efficient in integrated autoregressive processes of infinite order (AR(∞)). This result, together with its stationary counterpart established previously in the literature, ensures that AIC can ultimately...
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