A Bayesian State-Space Approach to Mapping Directional Brain Networks

Author:

Li Huazhang1,Wang Yaotian2,Yan Guofen3,Sun Yinge1,Tanabe Seiji4,Liu Chang-Chia5,Quigg Mark S.6,Zhang Tingting2

Affiliation:

1. Department of Statistics, University of Virginia, Charlottesville, VA;

2. Department of Statistics, University of Pittsburgh, Pittsburgh, PA;

3. Department of Public Health Sciences, University of Virginia, Charlottesville, VA;

4. Department of Psychology, University of Virginia, Charlottesville, VA;

5. Department of Neurosurgery, University of Virginia, Charlottesville, VA;

6. Department of Neurology, University of Virginia, Charlottesville, VA

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Reference61 articles.

1. Arroyo-Relión, J. D., Kessler, D., Levina, E., and Taylor, S. F. (2017), “Network Classification With Applications to Brain Connectomics,” arXiv no. 1701.08140.

2. Partial directed coherence: a new concept in neural structure determination

3. Regularized estimation in sparse high-dimensional time series models

4. Multivariate Bayesian variable selection and prediction

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