Search results for "Granger causality"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Qiang Luo, Xu Liu, Dongyun Yi	Reconstructing Gene Networks from Microarray Time-Series Data via Granger Causality.	Complex	2009	DBLP DOI BibTeX RDF	partial Granger causality, gene regulatory networks, time series data, projection pursuit
3	Xiaohai Sun	Assessing Nonlinear Granger Causality from Multivariate Time Series.	ECML/PKDD	2008	DBLP DOI BibTeX RDF	time series, kernel methods, Granger causality
3	Zhenyu Zhou, Yun Jiao, Tianyu Tang, Zuhong Lu, Yijun Liu, Yonghong Chen, Mingzhou Ding	Detecting Effective Connectivity in Human Brain using Granger Causality.	BMEI	2008	DBLP DOI BibTeX RDF	BOLD signal, connectivity, fMRI, Granger causality
3	Akaysha C. Tang, Matthew T. Sutherland, Peng Sun, Yan Zhang, Masato Nakazawa, Amy Korzekwa, Zhen Yang, Mingzhou Ding	Top-Down Versus Bottom-Up Processing in the Human Brain: Distinct Directional Influences Revealed by Integrating SOBI and Granger Causality.	ICA	2007	DBLP DOI BibTeX RDF	second-order blind identification (SOBI), feedback, electroencephalogram, coherence, bottom-up, top-down, Granger causality, feed-forward
2	Aurelie C. Lozano, Naoki Abe, Yan Liu 0002, Saharon Rosset	Grouped graphical Granger modeling methods for temporal causal modeling.	KDD	2009	DBLP DOI BibTeX RDF	temporal causal modeling, variable group selection, boosting, graphical modeling, Granger causality
2	Il Park 0002, José Carlos Príncipe	Correntropy based Granger causality.	ICASSP	2008	DBLP DOI BibTeX RDF
2	Ritesh Krishna, Shuixia Guo	A Partial Granger Causality Approach to Explore Causal Networks Derived From Multi-parameter Data.	CMSB	2008	DBLP DOI BibTeX RDF
2	Guillermo A. Cecchi, Rahul Garg, A. Ravishankar Rao	Inferring brain dynamics using granger causality on fMRI data.	ISBI	2008	DBLP DOI BibTeX RDF
2	Yue Zhou, Shuicheng Yan, Thomas S. Huang	Categorizing bi-object video activities using bag of segments and causality features.	VNBA	2008	DBLP DOI BibTeX RDF	'bag of segments', video activity, classification, granger causality
2	Bin Han, Guoliang Li, Tze-Yun Leong, Yanchun Zhang, Lihua Li, Wei Liu, Lei Zhu, Weidong Xu	Identifying Causal Effects from Data for the Clinical Ventilation Process Modelling.	BMEI	2008	DBLP DOI BibTeX RDF	causal effects, ventilation, Granger causality
2	Linda Hermer-Vazquez	Tracing 'driver' versus 'modulator' information flow throughout large-scale, task-related neural circuitry.	J. Comb. Optim.	2008	DBLP DOI BibTeX RDF	Directed coherence, Action potentials, Local field potentials, Information flow, Granger causality
2	Xiaotong Wen, Xiao-jie Zhao, Li Yao, Xia Wu	Applications of Granger Causality Model to Connectivity Network Based on fMRI Time Series.	ICNC	2006	DBLP DOI BibTeX RDF
2	Michael Eichler	On the Evaluation of Information Flow in Multivariate Systems by the Directed Transfer Function.	Biological Cybernetics	2006	DBLP DOI BibTeX RDF	Directed transfer function, Impulse response function, Transfer function, Significance test, Multivariate time series, Granger causality
1	Tito Bassani, Valentina Magagnin, Stefano Guzzetti, Giuseppe Baselli, Giuseppe Citerio, Alberto Porta	Testing the involvement of baroreflex during general anesthesia through Granger causality approach.	Comp. in Bio. and Med.	2012	DBLP DOI BibTeX RDF
1	Alberto Porta, Tito Bassani, Vlasta Bari, Gian Domenico Pinna, Roberto Maestri, Stefano Guzzetti	Accounting for Respiration is Necessary to Reliably Infer Granger Causality From Cardiovascular Variability Series.	IEEE Trans. Biomed. Engineering	2012	DBLP DOI BibTeX RDF
1	Sanqing Hu, Hualou Liang	Causality analysis of neural connectivity: New tool and limitations of spectral Granger causality.	Neurocomputing	2012	DBLP DOI BibTeX RDF
1	Richard E. Frye, Meng-Hung Wu	Multichannel least-squares linear regression provides a fast, accurate, unbiased and robust estimation of Granger causality for neurophysiological data.	Comp. in Bio. and Med.	2011	DBLP DOI BibTeX RDF
1	Pierre-Olivier Amblard, Olivier J. J. Michel	On directed information theory and Granger causality graphs.	Journal of Computational Neuroscience	2011	DBLP DOI BibTeX RDF
1	Halbert White, Karim Chalak, Xun Lu	Linking Granger Causality and the Pearl Causal Model with Settable Systems.	Journal of Machine Learning Research - Proceedings Track	2011	DBLP BibTeX RDF
1	Ritesh Krishna, Satyadarshi Nanda, Abhijit Kulkarni, Sangameshwar Patil	A partial Granger causality based method for analysis of parameter interactions in bioreactors.	Computers & Chemical Engineering	2011	DBLP DOI BibTeX RDF
1	Lingxiang Zhang, Xiaotong Zhang	Spurious Granger causality between a broken-trend stationary process and a stochastic trend process.	Mathematics and Computers in Simulation	2011	DBLP DOI BibTeX RDF
1	Sanggyun Kim, David Putrino, Soumya Ghosh, Emery N. Brown	A Granger Causality Measure for Point Process Models of Ensemble Neural Spiking Activity.	PLoS Computational Biology	2011	DBLP DOI BibTeX RDF
1	Ling-Chu Lee, Pin-Hua Lin, Yun-Wen Chuang, Yi-Yang Lee	Research output and economic productivity: a Granger causality test.	Scientometrics	2011	DBLP DOI BibTeX RDF
1	D. Chicharro	On the spectral formulation of Granger causality.	Biological Cybernetics	2011	DBLP DOI BibTeX RDF
1	Daniele Marinazzo, Wei Liao, Huafu Chen, Sebastiano Stramaglia	Nonlinear connectivity by Granger causality.	NeuroImage	2011	DBLP DOI BibTeX RDF
1	Karl J. Friston	Dynamic causal modeling and Granger causality Comments on: The identification of interacting networks in the brain using fMRI: Model selection, causality and deconvolution.	NeuroImage	2011	DBLP DOI BibTeX RDF
1	Steven L. Bressler, Anil K. Seth	Wiener-Granger Causality: A well established methodology.	NeuroImage	2011	DBLP DOI BibTeX RDF
1	Qing Gao, Xujun Duan, Huafu Chen	Evaluation of effective connectivity of motor areas during motor imagery and execution using conditional Granger causality.	NeuroImage	2011	DBLP DOI BibTeX RDF
1	Qiang Luo, Tian Ge, Jianfeng Feng	Granger causality with signal-dependent noise.	NeuroImage	2011	DBLP DOI BibTeX RDF
1	Wei Liao, Jurong Ding, Daniele Marinazzo, Qiang Xu, Zhengge Wang, Cuiping Yuan, Zhiqiang Zhang, Guangming Lu, Huafu Chen	Small-world directed networks in the human brain: Multivariate Granger causality analysis of resting-state fMRI.	NeuroImage	2011	DBLP DOI BibTeX RDF
1	Marleen B. Schippers, Remco Renken, Christian Keysers	The effect of intra- and inter-subject variability of hemodynamic responses on group level Granger causality analyses.	NeuroImage	2011	DBLP DOI BibTeX RDF
1	Ning Wang, Yang Wang, Yingjie Li 0005, Yingying Tang, Jijun Wang	Gamma oscillation in brain connectivity in emotion recognition by Granger causality.	BMEI	2011	DBLP DOI BibTeX RDF
1	Xiaoqun Wu, Changsong Zhou, Jun Wang, Junan Lu	Detecting the Topology of a Neural Network from Partially Obtained Data Using Piecewise Granger Causality.	ISNN	2011	DBLP DOI BibTeX RDF
1	Nicoletta Nicolaou, Julius Georgiou, Saverios Houris, Pandelitsa Alexandrou	Using Granger Causality to Characterise Bidirectional Interactions in the Human Brain during Induction of Anaesthesia.	BIOSIGNALS	2011	DBLP BibTeX RDF
1	Xiang Li, Kaiming Li, Lei Guo, Chulwoo Lim, Tianming Liu	Fiber-Centered Granger Causality Analysis.	MICCAI	2011	DBLP DOI BibTeX RDF
1	Kyriaki Kalimeri, Bruno Lepri, Taemie Kim, Fabio Pianesi, Alex Pentland	Automatic Modeling of Dominance Effects Using Granger Causality.	HBU	2011	DBLP DOI BibTeX RDF
1	Cunlu Zou, Christophe Ladroue, Shuixia Guo, Jianfeng Feng	Identifying interactions in the time and frequency domains in local and global networks - A Granger Causality Approach.	BMC Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Michael Krumin, Shy Shoham	Multivariate Autoregressive Modeling and Granger Causality Analysis of Multiple Spike Trains.	Comp. Int. and Neurosc.	2010	DBLP DOI BibTeX RDF
1	André Fujita, Kaname Kojima, Alexandre G. Patriota, João Ricardo Sato, Patricia Severino, Satoru Miyano	A fast and robust statistical test based on likelihood ratio with Bartlett correction to identify Granger causality between gene sets.	Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Ali Shojaie, George Michailidis	Discovering graphical Granger causality using the truncating lasso penalty.	Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Guido Nolte, Andreas Ziehe, Nicole Krämer, Florin Popescu, Klaus-Robert Müller	Comparison of Granger Causality and Phase Slope Index.	Journal of Machine Learning Research - Proceedings Track	2010	DBLP BibTeX RDF
1	André Fujita, João Ricardo Sato, Kaname Kojima, Luciana Rodrigues Gomes, Masao Nagasaki, Mari Cleide Sogayar, Satoru Miyano	Identification of Granger Causality between Gene Sets.	J. Bioinformatics and Computational Biology	2010	DBLP DOI BibTeX RDF
1	Wei Liao, Dante Mantini, Zhiqiang Zhang, Zhengyong Pan, Jurong Ding, Qiyong Gong, Yihong Yang, Huafu Chen	Evaluating the effective connectivity of resting state networks using conditional Granger causality.	Biological Cybernetics	2010	DBLP DOI BibTeX RDF
1	Martin Havlicek, Jirí Jan, Milan Brazdil, Vince D. Calhoun	Dynamic Granger causality based on Kalman filter for evaluation of functional network connectivity in fMRI data.	NeuroImage	2010	DBLP DOI BibTeX RDF
1	Pierre-Olivier Amblard, Olivier J. J. Michel	On directed information theory and Granger causality graphs	CoRR	2010	DBLP BibTeX RDF
1	Anil K. Seth	Measuring Autonomy and Emergence via Granger Causality.	Artificial Life	2010	DBLP DOI BibTeX RDF
1	Sanggyun Kim, Emery N. Brown	A general statistical framework for assessing Granger causality.	ICASSP	2010	DBLP DOI BibTeX RDF
1	André Fujita, Patricia Severino, João Ricardo Sato, Satoru Miyano	Granger Causality in Systems Biology: Modeling Gene Networks in Time Series Microarray Data Using Vector Autoregressive Models.	BSB	2010	DBLP DOI BibTeX RDF
1	Z. G. Zhang, Y. S. Hung, S. C. Chan, W. C. Xu, Y. Hu	Modeling and identification of gene regulatory networks: A Granger causality approach.	ICMLC	2010	DBLP DOI BibTeX RDF
1	Michele Ceccarelli, Luigi Cerulo, Gerardo Canfora, Massimiliano Di Penta	An eclectic approach for change impact analysis.	ICSE	2010	DBLP DOI BibTeX RDF	mining software repositories, change impact analysis
1	Wei Liao, Daniele Marinazzo, Zhengyong Pan, Qiyong Gong, Huafu Chen	Kernel Granger Causality Mapping Effective Connectivity on fMRI Data.	IEEE Trans. Med. Imaging	2009	DBLP DOI BibTeX RDF
1	Cunlu Zou, Katherine J. Denby, Jianfeng Feng	Granger causality vs. dynamic Bayesian network inference: a comparative study.	BMC Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Cunlu Zou, Jianfeng Feng	Granger causality vs. dynamic Bayesian network inference: a comparative study.	BMC Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Aatira G. Nedungadi, Govindan Rangarajan, Neeraj Jain, Mingzhou Ding	Analyzing multiple spike trains with nonparametric granger causality.	Journal of Computational Neuroscience	2009	DBLP DOI BibTeX RDF
1	Kristofer Månsson, Ghazi Shukur	Granger Causality Test in the Presence of Spillover Effects.	Communications in Statistics - Simulation and Computation	2009	DBLP DOI BibTeX RDF
1	Yonghong Chen, Steven L. Bressler, Mingzhou Ding	Dynamics on networks: assessing functional connectivity with Granger causality.	Computational & Mathematical Organization Theory	2009	DBLP DOI BibTeX RDF
1	Tao Yu, Qiang Wu, Ying Hong	Analysis on the Spillover Effect of Foreign Direct Investment: Case of Suzhou.	NCM	2009	DBLP DOI BibTeX RDF	Foreign Direct Investment, Suzhou, Granger Causality Test, Spillover Effect
1	Junping Zhao	Research on Consumption Model about Urban Households Based on Keynes' Absolute Income Hypotheses in China.	WKDD	2009	DBLP DOI BibTeX RDF
1	Kun Zhang, Aapo Hyvärinen	Causality Discovery with Additive Disturbances: An Information-Theoretical Perspective.	ECML/PKDD	2009	DBLP DOI BibTeX RDF
1	Yue Zhou, Shuicheng Yan, Thomas S. Huang	Pair-activity classification by bi-trajectories analysis.	CVPR	2008	DBLP DOI BibTeX RDF
1	Fei Wang, Jiangbo Huangfu	A Study on the Relationship between the Export Pattern and Economic Growth in Henan Province.	ISIP	2008	DBLP DOI BibTeX RDF	export pattern, Henan Province, economic growth
1	Julian J. H. Leong, Louis Atallah, George P. Mylonas, Daniel Richard Leff, Roger J. Emery, Ara Darzi, Guang-Zhong Yang	Investigation of Partial Directed Coherence for Hand-Eye Coordination in Laparoscopic Training.	MIAR	2008	DBLP DOI BibTeX RDF
1	Sarah Gelper, Christophe Croux	Multivariate out-of-sample tests for Granger causality.	Computational Statistics & Data Analysis	2007	DBLP DOI BibTeX RDF
1	Xue Wang, Yonghong Chen, Steven L. Bressler, Mingzhou Ding	Granger Causality between Multiple Interdependent Neurobiological Time Series: Blockwise versus Pairwise Methods.	Int. J. Neural Syst.	2007	DBLP DOI BibTeX RDF
1	Hiroyuki Oya, Paul W. F. Poon, John F. Brugge, Richard A. Reale, Hiroto Kawasaki, Igor O. Volkov, Matthew A. Howard III	Functional connections between auditory cortical fields in humans revealed by Granger causality analysis of intra-cranial evoked potentials to sounds: Comparison of two methods.	Biosystems	2007	DBLP DOI BibTeX RDF
1	Anil K. Seth	Granger causality.	Scholarpedia	2007	DBLP BibTeX RDF
1	Andrew Arnold, Yan Liu 0002, Naoki Abe	Temporal causal modeling with graphical granger methods.	KDD	2007	DBLP DOI BibTeX RDF	graphical models, time series data, causal modeling
1	Yizhou Sun, Kunqing Xie, Ning Liu, Shuicheng Yan, Benyu Zhang, Zheng Chen	Causal relation of queries from temporal logs.	WWW	2007	DBLP DOI BibTeX RDF	search engine query log, time series, causal relation
1	Anil K. Seth	Measuring Autonomy by Multivariate Autoregressive Modelling.	ECAL	2007	DBLP DOI BibTeX RDF
1	Justin Dauwels, François B. Vialatte, Andrzej Cichocki	A Comparative Study of Synchrony Measures for the Early Detection of Alzheimer's Disease Based on EEG.	ICONIP	2007	DBLP DOI BibTeX RDF
1	Federico Maggi, Stefano Zanero	On the Use of Different Statistical Tests for Alert Correlation - Short Paper.	RAID	2007	DBLP DOI BibTeX RDF
1	Pratim Datta, Victor Wacham A. Mbarika	A Global Investigation of Granger Causality between Information Infrastructure Investment and Service-Sector Growth.	Inf. Soc.	2006	DBLP DOI BibTeX RDF
1	Daniele Marinazzo, Mario Pellicoro, Sebastiano Stramaglia	Nonlinear parametric model for Granger causality of time series	CoRR	2006	DBLP BibTeX RDF
1	Kai Yin, Xiao-jie Zhao, Li Yao	Time Variant Causality Model Applied in Brain Connectivity Network Based on Event Related Potential.	ICONIP	2006	DBLP DOI BibTeX RDF
1	Gopikrishna Deshpande, Stephen LaConte, Scott Peltier, Xiaoping Hu	Connectivity Analysis of Human Functional MRI Data: From Linear to Nonlinear and Static to Dynamic.	MIAR	2006	DBLP DOI BibTeX RDF	Connectivity Analysis, Functional Magnetic Resonance Imaging, Nonlinear Dynamics
1	Boris Gourévitch, Régine Le Bouquin-Jeannès, Gérard Faucon	Linear and nonlinear causality between signals: methods, examples and neurophysiological applications.	Biological Cybernetics	2006	DBLP DOI BibTeX RDF
1	Victor Fang, Vincent C. S. Lee	Testing the Expectations Hypothesis for Interest Rate Term Structure: Some Australian Evidence.	ICCSA	2003	DBLP DOI BibTeX RDF
1	Maciej Kaminski, Mingzhou Ding, Wilson A. Truccolo, Steven L. Bressler	Evaluating causal relations in neural systems: Granger causality, directed transfer function and statistical assessment of significance.	Biological Cybernetics	2001	DBLP DOI BibTeX RDF
1	Amitava Dutta	Telecommunications and Economic Activity: An Analysis of Granger Causality.	J. of Management Information Systems	2001	DBLP BibTeX RDF
1	Shu-Heng Chen, Chia-Hsuan Yeh, Chung-Chih Liao	Testing for Granger Causality in the Stock Price-Volume Relation: A Perspective from the Agent-Based Model of Stock Markets.	IC-AI	1999	DBLP BibTeX RDF