393 citations · 439 across the 14 of their papers we have counts for
3 papers · 1 filter
Multivariate wavelet Whittle estimation in long-range dependence
Sophie Achard, Irène Gannaz
Multivariate processes with long-range dependent properties are found in a large number of applications including finance, geophysics and neuroscience. For real data applications,…
Bayesian Model for Multiple Change-points Detection in Multivariate Time Series
Flore Harlé, Florent Chatelain, Cédric Gouy-Pailler +1
This paper addresses the issue of detecting change-points in multivariate time series. The proposed approach differs from existing counterparts by making only weak assumptions on b…
Graph analysis of functional brain networks: practical issues in translational neuroscience
Fabrizio De Vico Fallani, Jonas Richiardi, Mario Chavez +1
The brain can be regarded as a network: a connected system where nodes, or units, represent different specialized regions and links, or connections, represent communication pathway…