A general statistical framework for assessing Granger causality

Assessing the causal relationship among multivariate time series is a crucial problem in many fields. Granger causality has been widely used to identify the causal interactions between continuous-valued time series based on multivariate autoregressive models in the Gaussian case. In order to extend...

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Bibliographic Details
Main Authors: Kim, Sanggyun, Brown, Emery N.
Other Authors: Harvard University--MIT Division of Health Sciences and Technology
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers 2012
Online Access:http://hdl.handle.net/1721.1/70484
https://orcid.org/0000-0003-2668-7819