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06/22/2023
On the use of the Gram matrix for multivariate functional principal components analysis
Dimension reduction is crucial in functional data analysis (FDA). The ke...
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08/14/2021
Adaptive optimal estimation of irregular mean and covariance functions
We propose straightforward nonparametric estimators for the mean and the...
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01/26/2021
FDApy: a Python package for functional data
We introduce the Python package, FDApy, as an implementation of function...
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12/10/2020
Clustering multivariate functional data using unsupervised binary trees
We propose a model-based clustering algorithm for a general class of fun...
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09/08/2020