Effective connectivity analysis of time series in frequency domain based on granger causality test

被引：0
|
作者：
Jiao, Zhuqing [1 ,2 ]
Ma, Kai [1 ]
Ma, Zhenghua [2 ]
机构：
[1] School of Information Science and Engineering, Changzhou University, No. 1, Gehu Road, Wujin District, Changzhou, China
[2] Changzhou Key Laboratory of Biomedical Information Technology, Changzhou University, No. 1, Gehu Road, Wujin District, Changzhou, China
来源：
ICIC Express Letters | 2015年 / 9卷 / 10期
关键词：
Frequency domain analysis - Time series analysis - Statistical tests - Time domain analysis;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：2757 / 2764
相关论文
共 50 条
  • [41] Causality analysis of neural connectivity: New tool and limitations of spectral Granger causality
    Hu, Sanqing
    Liang, Hualou
    NEUROCOMPUTING, 2012, 76 (01) : 44 - 47
  • [42] Nonlinear effective connectivity measure based on adaptive Neuro Fuzzy Inference System and Granger Causality
    Farokhzadi, Mona
    Hossein-Zadeh, Gholam-Ali
    Soltanian-Zadeh, Hamid
    NEUROIMAGE, 2018, 181 : 382 - 394
  • [43] Frequency-domain and time-varying asymmetric Granger causality between real effective exchange rates and remittances in Mexico
    Akcay, Selcuk
    JOURNAL OF INTERNATIONAL TRADE & ECONOMIC DEVELOPMENT, 2024, 33 (03): : 418 - 438
  • [44] Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis
    Amornbunchornvej, Chainarong
    Zheleva, Elena
    Berger-Wolf, Tanya
    ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2021, 15 (04)
  • [45] Surrogate-based test for Granger causality
    Gautama, T
    Van Hulle, MM
    2003 IEEE XIII WORKSHOP ON NEURAL NETWORKS FOR SIGNAL PROCESSING - NNSP'03, 2003, : 799 - 808
  • [46] Testing for Granger Causality in the Frequency Domain: A Phase Resampling Method
    Liu, Siwei
    Molenaar, Peter
    MULTIVARIATE BEHAVIORAL RESEARCH, 2016, 51 (01) : 53 - 66
  • [47] Granger causality analysis of rat cortical functional connectivity in pain
    Guo, Xinling
    Zhang, Qiaosheng
    Singh, Amrita
    Wang, Jing
    Chen, Zhe Sage
    JOURNAL OF NEURAL ENGINEERING, 2020, 17 (01)
  • [48] Evaluation of Functional Network Connectivity in Event-related FMRI Data Based on ICA and Time-frequency Granger Causality
    Havlicek, M.
    Jan, J.
    Calhoun, V. D.
    Brazdil, M.
    Mikl, M.
    WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING, VOL 25, PT 4: IMAGE PROCESSING, BIOSIGNAL PROCESSING, MODELLING AND SIMULATION, BIOMECHANICS, 2010, 25 : 716 - 719
  • [49] Evaluating the effective connectivity of resting state networks using conditional Granger causality
    Liao, Wei
    Mantini, Dante
    Zhang, Zhiqiang
    Pan, Zhengyong
    Ding, Jurong
    Gong, Qiyong
    Yang, Yihong
    Chen, Huafu
    BIOLOGICAL CYBERNETICS, 2010, 102 (01) : 57 - 69
  • [50] Evaluating the effective connectivity of resting state networks using conditional Granger causality
    Wei Liao
    Dante Mantini
    Zhiqiang Zhang
    Zhengyong Pan
    Jurong Ding
    Qiyong Gong
    Yihong Yang
    Huafu Chen
    Biological Cybernetics, 2010, 102 : 57 - 69
12345