Author

J. R. Berrendero

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Open access Sep 2026

Kernel $$K$$-Means Clustering of Distributional Data

<jats:p> We consider the problem of clustering a sample of probability distributions from a random distribution on <jats:inline-formula> <jats:alternatives> <jats:tex-math>$$\mathbb R^d$$</jats:tex-math>...

A. Baíllo, J. R. Berrendero, Martín Sánchez-Signorini · Journal of Classification · 0 citations

Preprint Oct 2026

A Bayesian One-Sample Test for the Mean of Functional Data

In the context of functional data analysis, we propose a Bayesian test to assess whether the mean function of a Gaussian population is identically zero. By leveraging the structure of the reproducing kernel Hilbert space (RKHS) associated with the covariance function of the underlying process, we approximate the mean b...

J. R. Berrendero, A. Coín, Antonio Cuevas · 0 citations