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Identification of Chaos Phenomenon using the Classical Nonparametric Tests
- Issue Date
- Mar-2006
- Publisher
- 한국데이터정보과학회
- Keywords
- Chaos; Deterministic dynamic system; Nonparametric test; Chaos; Deterministic dynamic system; Nonparametric test
- Citation
- 한국데이터정보과학회지, v.17, no.1, pp 95 - 113
- Pages
- 19
- Indexed
- KCI
- Journal Title
- 한국데이터정보과학회지
- Volume
- 17
- Number
- 1
- Start Page
- 95
- End Page
- 113
- ISSN
- 1598-9402
- Abstract
- The data resulting from a deterministic dynamic system may often appear to be random. However, it is important to distinguish a deterministic and a random processes for statistical analysis. In this paper, we propose a nonparametric test procedure to distinguish a noisy chaos from i.i.d. random process. The proposed procedure can be easily implemented by computer. We notice that the test is very effective to identify a low dimensional chaos process in some cases.
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