Wiener-Granger causality is a widely used framework of causal analysis for temporally resolved events. We introduce a new measure of Wiener-Granger causality based on kernelization of partial canonical correlation analysis with specific advantages in the context of large high-dimensional data. The ...
Steven L. Bressler and Anil K. Seth. Wiener-Granger causality: A well established methodology. NeuroImage, 58(2):323-329, 2011.Bressler SL, Seth AK (2011): Wiener-Granger causality: A well established methodology. NeuroImage 58:323-329....
P. W. Otter, "On Wiener-Granger causality, information and canonical correlation," Econ. Lett., vol. 35, no. 2, pp. 187-191, 1991.On Wiener-Granger causality, information and canonical correlation. Pieter W. Otter. Economics Letters . 1991...
W. (2002) "Canonical Correlation Analysis and Wiener-Granger Causality Tests: Useful Tools for the Specification of VAR Models", Marketing Letters,Vol.13, No.1, 53-66.Csilla Horvath,Peter S.HLeeflang,,Pieter W.Otter.Canonical Correlation Analysis and Wiener-Granger Causality Tests:Useful Tools ...
In this research paper, a self-organizing method of natural scenes images using Wiener-Granger Causality theory is proposed. It is achieved by carrying out Wiener-Granger causality for organizing the features in the time series form and introducing a characteristics extraction stage ...
Robust Non-linear Wiener-Granger Causality For Large High-dimensional DataMehrdad Jafari-Mamaghani
The Wiener-Granger causality test is used to predict future experimental results from past observations in a purely mathematical way. For instance, in many scientific papers this test has been used to study the causality relations in the case of neuronal activities. Albeit some papers reported ...
image classificaction; image retrieval; Wiener-Granger causality1. Introduction With the increasing usage of internet and digital gadgets, content-based image retrieval (CBIR) has grown and been applied in fields such as artificial vision and artificial intelligence [1]. Currently, improvements have ...
doi:10.1016/j.plrev.2015.10.011Wei TangPhysics of Life Reviews
Letter to the editor of Heliyon re: new considerations on the validity of the Wiener-Granger causality test [Heliyon 6(10) (2020) e05208].doi:10.1016/j.heliyon.2021.e07954G.GrassmannHeliyonHeliyon