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06/02/2021
Filtrated Common Functional Principal Components for Multivariate Functional data
Local field potentials (LFPs) are signals that measure electrical activi...
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06/24/2020
Break Point Detection for Functional Covariance
Many experiments record sequential trajectories that oscillate around ze...
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04/02/2020
Classification of Functional Data by Detecting the Discrepancy of Second Moment Structure of Scaled functions
This article presents a new classification method for functional data. W...
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11/27/2019
Modeling Spectral Properties in Stationary Processes of Varying Dimensions with Applications to Brain Local Field Potential Signals
A common class of methods for analyzing of multivariate time series, sta...
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09/25/2018
Modeling Dependence via Copula of Functionals of Fourier Coefficients
The goal of this paper is to develop a measure for characterizing comple...
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09/24/2018