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stat.ME2026
A Bayesian One-Sample Test for the Mean of Functional Data
José R. Berrendero, Antonio Coín, Antonio Cuevas
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…
stat.ME2023★ 1 cited
A Bayesian approach to functional regression: theory and computation
José R. Berrendero, Antonio Coín, Antonio Cuevas
We propose a novel Bayesian methodology for inference in functional linear and logistic regression models based on the theory of reproducing kernel Hilbert spaces (RKHS's). We intr…