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Detection and Mode-Identification of Multiple Change Points in Tensor Factor Models

Zhang, Yuqi et al.
arXiv (All) · Papers
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methodologystatistics-theory
We study the problem of modeling high-dimensional tensor-valued time series under a Tucker decomposition-based factor model while permitting the presence of multiple structural change points. Such data call for a method that (i) handles high dimensionality and complex dependence while achieving cons
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