Articles with "mean function" as a keyword



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On mean derivative estimation of longitudinal and functional data: from sparse to dense

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Published in 2020 at "Statistical Papers"

DOI: 10.1007/s00362-020-01173-5

Abstract: Derivative estimation of the mean of longitudinal and functional data is useful, because it provides a quantitative measure of changes in the mean function that can be used for modeling of the data. We propose… read more here.

Keywords: longitudinal functional; mean function; method; derivative estimation ... See more keywords
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Robust simultaneous inference for the mean function of functional data

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Published in 2018 at "TEST"

DOI: 10.1007/s11749-018-0598-y

Abstract: A robust framework is proposed, based on polynomial spline estimation technique, for the estimation of the mean function of dense functional data, together with a simultaneous confidence band for the mean function. The robust simultaneous… read more here.

Keywords: simultaneous inference; robust simultaneous; mean function; inference mean ... See more keywords