activity
20052024
most citedEfficient and fast estimation of the geometric median in Hilbert spaces with an averaged stochastic gradient algorithm

104 citations · 295 across the 16 of their papers we have counts for

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Showing 2008Show all

2 papers · 1 filter

math.ST2008★ 42 cited

Properties of Design-Based Functional Principal Components Analysis

Hervé Cardot, Mohamed Chaouch, Camelia Goga +1

This work aims at performing Functional Principal Components Analysis (FPCA) with Horvitz-Thompson estimators when the observations are curves collected with survey sampling techni…

stat.ME2008★ 61 cited

Thresholding Projection Estimators in Functional Linear Models

Herve Cardot, Jan Johannes

We consider the problem of estimating the regression function in functional linear regression models by proposing a new type of projection estimators which combine dimension reduct…