66 citations · 66 across the 5 of their papers we have counts for
3 papers · 1 filter
A robust algorithm for template curve estimation based on manifold embedding
Chloé Dimeglio, Santiago Gallón, Jean-Michel Loubes +1
This paper considers the problem of finding a meaningful template function that represents the common pattern of a sample of curves. To address this issue, a novel algorithm based…
Non parametric estimation of the structural expectation of a stochastic increasing function
Jean-François Dupuy, Jean-Michel Loubes, Elie Maza
This article introduces a non parametric warping model for functional data. When the outcome of an experiment is a sample of curves, data can be seen as realizations of a stochasti…
Semi-parametric estimation of shifts
Fabrice Gamboa, Jean-Michel Loubes, Elie Maza
We observe a large number of functions differing from each other only by a translation parameter. While the main pattern is unknown, we propose to estimate the shift parameters usi…