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Projection depth for functional data: Theoretical properties

Bočinec, Filip et al.
arXiv (All) · Papers
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62g05methodology
We introduce a novel projection depth for data lying in a general Hilbert space, called the regularized projection depth, with a focus on functional data. By regularizing projection directions, the proposed depth does not suffer from the degeneracy issue that may arise when the classical projection
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