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    Hierarchical sparse functional principal component analysis for multistage multivariate profile data by Kai Wang (21246)

    Published 2020
    “…The proposed HSMFPCA employs the regression-type reformulation of the PCA and the reparameterization of the entries of eigenvectors, and enjoys an efficient optimization algorithm in high-dimensional settings. …”
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