Transmission of linear regression patterns between time series: From relationship in time series to complex networks

Physical Review E - Statistical, Nonlinear, and Soft Matter Physics

Volumn 90, Issue 1, 2014, Pages

  Gao, Xiangyun ^a,b,c,d   An, Haizhong ^a,b,c   Fang, Wei ^a,b,c   Huang, Xuan ^a,b   Li, Huajiao ^a,b   Zhong, Weiqiong ^a,b   Ding, Yinghui ^a,b,c  

^a CHINA UNIVERSITY OF GEOSCIENCES   (China)

^b China University of Geosciences Beijing)   (China)

^c China University of Geosciences   (China)

^d UNIVERSITY OF WATERLOO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL EFFICIENCY; TIME SERIES;

ADJACENT PATTERNS; BETWEENNESS CENTRALITY; COMPUTATIONAL SCHEMES; FUNDAMENTAL RESEARCH; LINEAR REGRESSION PARAMETERS; OBSERVATION PERIOD; SIGNIFICANCE TESTING; WEIGHTED NETWORKS;

LINEAR REGRESSION;

ALGORITHM; AUTOMATED PATTERN RECOGNITION; PROCEDURES; STATISTICAL MODEL; TIME;

ALGORITHMS; LINEAR MODELS; PATTERN RECOGNITION, AUTOMATED; TIME FACTORS;

EID: 84905497729     PISSN: 15393755     EISSN: 15502376     Source Type: Journal    
DOI: 10.1103/PhysRevE.90.012818     Document Type: Article

References (27)

1. R. F. Engle and C. W. Granger, Econometrica 55, 251 (1987). 10.2307/1913236
2. C. W. Granger and A. A. Weiss, Studies in Econometrics, Time Series, and Multivariate Statistics (Academic Press, New York, 1983), p. 255.
3. C.-J. Kim, J. Econometrics 60, 1 (1994). 10.1016/0304-4076(94)90036-1
4. D. N. Gujarati, Essentials of Econometrics (McGraw-Hill, New York, 1992).
5. D. J. Watts and S. H. Strogatz, Nature (London) 393, 440 (1998). 10.1038/30918 (Pubitemid 28292183)
6. A.-L. Barabási and R. Albert, Science 286, 509 (1999). SCIEAS 0036-8075 10.1126/science.286.5439.509
7. M. E. Newman and D. J. Watts, Phys. Lett. A 263, 341 (1999). PYLAAG 0375-9601 10.1016/S0375-9601(99)00757-4
8. J. Zhang and M. Small, Phys. Rev. Lett. 96, 238701 (2006). PRLTAO 0031-9007 10.1103/PhysRevLett.96.238701
9. X. Xu, J. Zhang, and M. Small, Proc. Natl. Acad. Sci. USA 105, 19601 (2008). 10.1073/pnas.0806082105
10. C.-B. Li, H. Yang, and T. Komatsuzaki, Proc. Natl. Acad. Sci. USA 105, 536 (2008). 10.1073/pnas.0707378105 (Pubitemid 351171743)
11. T. Nakamura and T. Tanizawa, Physica A 391, 4704 (2012). 10.1016/j.physa.2012.05.039
12. Y. Yang and H. Yang, Physica A 387, 1381 (2008). 10.1016/j.physa.2007.10. 055 (Pubitemid 350213269)
13. Z. Jiang, H. Yang, and J. Wang, Physica A 388, 1299 (2009). 10.1016/j.physa.2008.12.019
14. R. V. Donner, Y. Zou, J. F. Donges, N. Marwan, and J. Kurths, New J. Phys. 12, 033025 (2010). NJOPFM 1367-2630 10.1088/1367-2630/12/3/033025
15. L. Lacasa, B. Luque, F. Ballesteros, J. Luque, and J. C. Nuño, Proc. Natl. Acad. Sci. 105, 4972 (2008). 10.1073/pnas.0709247105 (Pubitemid 351738493)
16. L. Lacasa, B. Luque, J. Luque, and J. C. Nuno, Europhys. Lett. 86, 30001 (2009). EULEEJ 0295-5075 10.1209/0295-5075/86/30001
17. M.-C. Qian, Z.-Q. Jiang, and W.-X. Zhou, J. Phys. A 43, 335002 (2010). JPMNAX 0301-0015 10.1088/1751-8113/43/33/335002
18. Y. Yang, J. Wang, H. Yang, and J. Mang, Physica A 388, 4431 (2009). 10.1016/j.physa.2009.07.016
19. R. V. Donner, M. Small, J. F. Donges, N. Marwan, Y. Zou, R. X. Xiang, and J. Kurths, Int. J. Bifurcation Chaos 21, 1019 (2011). 10.1142/S0218127411029021
20. F. Takens, Dynamical Systems and Turbulence, Warwick 1980 (Springer, Berlin, 1981), p. 366.
21. H. An, X. Gao, W. Fang, X. Huang, and Y. Ding, Physica A 393, 382 (2014). 10.1016/j.physa.2013.08.055
22. B. Podobnik, D. Horvatic, A. M. Petersen, and H. E. Stanley, Proc. Natl. Acad. Sci. USA 106, 22079 (2009). 10.1073/pnas.0911983106
23. V. Plerou, P. Gopikrishnan, B. Rosenow, L. A. NunesAmaral, and H. E. Stanley, Phys. Rev. Lett. 83, 1471 (1999). PRLTAO 0031-9007 10.1103/PhysRevLett. 83.1471
24. X.-Y. Gao, H.-Z. An, and W. Fang, Acta Phys. Sin. 61, 098902 (2012).
25. S. Maslyuk and R. Smyth, Energy Policy 37, 1687 (2009). 10.1016/j.enpol.2009.01.013
26. A. Coppola, J. Futures Markets 28, 34 (2008). 10.1002/fut.20277
27. S. D. Bekiros and C. G. Diks, Energy Economics 30, 2673 (2008). 10.1016/j.eneco.2008.03.006