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    A data-adaptive dimension reduction for functional data via penalized low-rank approximation

    We introduce a data-adaptive nonparametric dimension reduction tool to obtain a low-dimensional approximation of functional data contaminated by erratic measurement errors following symmetric or asymmetric dis...

    Yeonjoo Park, Hee-Seok Oh, Yaeji Lim in Statistics and Computing (2023)