39 citations · 74 across the 13 of their papers we have counts for
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stat.ME2012★ 1 cited
The functional singular value decomposition for bivariate stochastic processes
Daniel Gervini
In this article we present some statistical applications of the functional singular value decomposition (FSVD). This tool allows us to decompose the sample mean of a bivariate stoc…
stat.ME2012★ 4 cited
Functional robust regression for longitudinal data
Daniel Gervini
We present a robust regression estimator for longitudinal data, which is especially suited for functional data that has been observed on sparse or irregular time grids. We show by…
stat.ME2012★ 1 cited
Warped Functional Regression
Daniel Gervini
A characteristic feature of functional data is the presence of phase variability in addition to amplitude variability. Existing functional regression methods do not handle time var…