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05/22/2023
Reconstruction of functional data via factor models of increasing rank
This paper studies linear reconstruction of partially observed functiona...
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12/13/2021
Prediction in functional regression with discretely observed and noisy covariates
In practice functional data are sampled on a discrete set of observation...
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06/30/2021
Testing normality of spatially indexed functional data
We develop a test of normality for spatially indexed functions. The assu...
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05/04/2021
Estimating the conditional distribution in functional regression problems
We consider the problem of consistently estimating the conditional distr...
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12/10/2020
Preprocessing noisy functional data using factor models
We consider functional data which are measured on a discrete set of obse...
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12/09/2020
Consistently recovering the signal from noisy functional data
In practice most functional data cannot be recorded on a continuum, but ...
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07/04/2020