Granger Causality on Spatial Manifolds: Applications to Neuroimaging

Pedro A. Valdés-Sosa; Jose Sanchez Bornot; Mayrim Vega-Hernández; Lester Melie-García; Agustin Lage-Castellanos; Erick Canales-Rodríguez

doi:10.1002/9783527609970.ch18

Granger Causality on Spatial Manifolds: Applications to Neuroimaging

Pedro A. Valdés-Sosa, Jose Sanchez Bornot, Mayrim Vega-Hernández, Lester Melie-García, Agustin Lage-Castellanos, Erick Canales-Rodríguez

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

23 Citations (Scopus)

Original language	English
Title of host publication	Handbook of Time Series Analysis
Subtitle of host publication	Recent Theoretical Developments and Applications
Publisher	Wiley-VCH
Pages	461-491
Number of pages	31
ISBN (Print)	9783527406234
DOIs	https://doi.org/10.1002/9783527609970.ch18
Publication status	Published (in print/issue) - 11 Dec 2006

Keywords

Applications to neuroimaging
Continuous spatial multivariate autoregressive model(sMAR)
Estimation via MM algorithm
Evaluation of simulated data
Granger causality
Penalized sMAR
Spatial manifolds
Testing for spatial Granger causality
Time series analysis

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10.1002/9783527609970.ch18

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title = "Granger Causality on Spatial Manifolds: Applications to Neuroimaging",

keywords = "Applications to neuroimaging, Continuous spatial multivariate autoregressive model(sMAR), Estimation via MM algorithm, Evaluation of simulated data, Granger causality, Penalized sMAR, Spatial manifolds, Testing for spatial Granger causality, Time series analysis",

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T1 - Granger Causality on Spatial Manifolds

T2 - Applications to Neuroimaging

AU - Valdés-Sosa, Pedro A.

AU - Sanchez Bornot, Jose

AU - Vega-Hernández, Mayrim

AU - Melie-García, Lester

AU - Lage-Castellanos, Agustin

AU - Canales-Rodríguez, Erick

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KW - Applications to neuroimaging

KW - Continuous spatial multivariate autoregressive model(sMAR)

KW - Estimation via MM algorithm

KW - Evaluation of simulated data

KW - Granger causality

KW - Penalized sMAR

KW - Spatial manifolds

KW - Testing for spatial Granger causality

KW - Time series analysis

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SN - 9783527406234

SP - 461

EP - 491

BT - Handbook of Time Series Analysis

PB - Wiley-VCH

ER -

Granger Causality on Spatial Manifolds: Applications to Neuroimaging

Keywords

Access to Document

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