181 citations · 291 across the 8 of their papers we have counts for
3 papers · 1 filter
Functional Data Analysis of Amplitude and Phase Variation
J. S. Marron, James O. Ramsay, Laura M. Sangalli +1
The abundance of functional observations in scientific endeavors has led to a significant development in tools for functional data analysis (FDA). This kind of data comes with seve…
Generalized Spatial Regression with Differential Regularization
Matthieu Wilhelm, Laura M. Sangalli
We aim at analyzing geostatistical and areal data observed over irregularly shaped spatial domains and having a distribution within the exponential family. We propose a generalized…
IGS: an IsoGeometric approach for Smoothing on surfaces
Matthieu Wilhelm, Luca Dedè, Laura M. Sangalli +1
We propose an Isogeometric approach for smoothing on surfaces, namely estimating a function starting from noisy and discrete measurements. More precisely, we aim at estimating func…