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Prediction intervals and bands with improved coverage for functional data under noisy discrete observation

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We revisit the classic situation in functional data analysis in which curves are observed at discrete, possibly sparse and irregular, arguments with observation noise. We focus on the reconstruction of individual curves by prediction intervals and bands. The s... ...