16 citations · 38 across the 10 of their papers we have counts for
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stat.ME2021★ 1 cited
Filtrated Common Functional Principal Components for Multivariate Functional data
Shuhao Jiao, Ron D. Frostig, Hernando Ombao
Local field potentials (LFPs) are signals that measure electrical activity in localized cortical regions from implanted tetrodes in the human or animal brain. The LFP signals are c…
stat.AP2021★ 5 cited
Change-point detection using spectral PCA for multivariate time series
Shuhao Jiao, Tong Shen, Zhaoxia Yu +1
We propose a two-stage approach Spec PC-CP to identify change points in multivariate time series. In the first stage, we obtain a low-dimensional summary of the high-dimensional ti…