Classification with incomplete functional covariates

DOI10.1016/j.spl.2018.03.010zbMath1403.62118OpenAlexW2795540890WikidataQ130027500 ScholiaQ130027500MaRDI QIDQ1642427

Crystal Shaw, Majid Mojirsheibani

Publication date: 20 June 2018

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2018.03.010

zbMATH Keywords

classificationpattern recognitionsupervised learningfunctional covariatesnonparametric classifier

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Nonparametric estimation (62G05)

Related Items (4)

Robust Inference for Partially Observed Functional Response Data ⋮ On statistical classification with incomplete covariates via filtering ⋮ Ridge reconstruction of partially observed functional data is asymptotically optimal ⋮ Inferential procedures for partially observed functional data

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