A SIMPLE TEST FOR HIDDEN PERIODICITY IN TIME-SERIES DATA

被引:1
|
作者
ROSENBLUM, M [1 ]
KURTHS, J [1 ]
机构
[1] RUSSIAN ACAD SCI,MECH ENGN RES INST,MOSCOW 101830,RUSSIA
来源
关键词
D O I
10.1142/S0218127495000211
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
We would like to draw the attention of specialists in time series analysis to a simple but efficient algorithm for the determination of hidden periodic regimes in complex time series. The algorithm is stable towards additive noise and allows one to detect periodicity even if the examined data set contains only a few periods. In such cases it is more suitable than other techniques, such as spectral analysis or recurrence map. We recommend the use of this test prior to the evaluation of attractor dimensions and other dynamical characteristics from experimental data.
引用
收藏
页码:265 / 269
页数:5
相关论文
共 50 条
  • [1] PERIODICITY IN TIME-SERIES OF WIND DIRECTION DATA
    KALVOVA, J
    SOBISEK, B
    [J]. STUDIA GEOPHYSICA ET GEODAETICA, 1981, 25 (03) : 275 - 283
  • [2] Periodicity Estimation in Mechanical Acoustic Time-Series Data
    Zhu, Yongbo
    Hong, Zhipan
    Lu, Guoliang
    [J]. 2015 2ND INTERNATIONAL CONFERENCE ON MECHATRONICS AND MECHANICAL ENGINEERING (ICMME 2015), 2015, 34
  • [3] TESTING FOR PERIODICITY IN A TIME-SERIES
    SIEGEL, AF
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1980, 75 (370) : 345 - 348
  • [4] Permutation test for periodicity in short time series data
    Andrey A Ptitsyn
    Sanjin Zvonic
    Jeffrey M Gimble
    [J]. BMC Bioinformatics, 7
  • [5] Permutation test for periodicity in short time series data
    Ptitsyn, Andrey A.
    Zvonic, Sanjin
    Gimble, Jeffrey M.
    [J]. BMC BIOINFORMATICS, 2006, 7 (Suppl 2)
  • [6] Periodicity-Oriented Data Analytics on Time-Series Data for Intelligence System
    Kim, Heonho
    Yun, Unil
    Vo, Bay
    Lin, Jerry Chun-Wei
    Pedrycz, Witold
    [J]. IEEE SYSTEMS JOURNAL, 2021, 15 (04): : 4958 - 4969
  • [7] Detecting hidden periodicity of time-series generated by nonlinear processes in magneto-plasma
    Iavorskyj, I
    Mykhajlyshyn, V
    [J]. MMET'96 - VITH INTERNATIONAL CONFERENCE ON MATHEMATICAL METHODS IN ELECTROMAGNETIC THEORY, PROCEEDINGS, 1996, : 397 - 400
  • [8] Revealing hidden dynamics from time-series data by ODENet
    Hu, Pipi
    Yang, Wuyue
    Zhu, Yi
    Hong, Liu
    [J]. JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 461
  • [9] Erratum to: Permutation test for periodicity in short time series data
    Andrey A Ptitsyn
    Sanjin Zvonic
    Jeffrey M Gimble
    [J]. BMC Bioinformatics, 8
  • [10] SPURIOUS PERIODICITY IN INAPPROPRIATELY DETRENDED TIME-SERIES
    NELSON, CR
    KANG, H
    [J]. ECONOMETRICA, 1981, 49 (03) : 741 - 751