five

What is a linear process?

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PubMed Central1996-10-29 更新2026-05-02 收录
下载链接:
https://pmc.ncbi.nlm.nih.gov/articles/PMC37954/
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资源简介:
We argue that given even an infinitely long data sequence, it is impossible (with any test statistic) to distinguish perfectly between linear and nonlinear processes (including slightly noisy chaotic processes). Our approach is to consider the set of moving-average (linear) processes and study its closure under a suitable metric. We give the precise characterization of this closure, which is unexpectedly large, containing nonergodic processes, which are Poisson sums of independent and identically distributed copies of a stationary process. Proofs of these results will appear elsewhere.
提供机构:
National Academy of Sciences
创建时间:
1996-10-29
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