most citedAdaptive nonparametric estimation in the functional linear model with functional output

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math.ST2022★ 1 cited

Adaptive nonparametric estimation in the functional linear model with functional output

Gaëlle Chagny, Anouar Meynaoui, Angelina Roche

In this paper, we consider a functional linear regression model, where both the covariate and the response variable are functional random variables. We address the problem of optim…

math.ST2019

Adaptive test of independence based on HSIC measures

Mélisande Albert, Béatrice Laurent, Amandine Marrel +1

Dependence measures based on reproducing kernel Hilbert spaces, also known as Hilbert-Schmidt Independence Criterion and denoted HSIC, are widely used to statistically decide wheth…