2 papers
stat.ME2026
Variational Inference for Variable Selection in Scalar-on-Function Regression
Ana Carolina da Cruz, Camila P. E. de Souza, Pedro H. T. O. Sousa
In practical regression applications, multiple covariates are often measured, but not all may be associated with the response variable. Identifying and including only the relevant…
stat.ME2025
BayesCPclust: A Bayesian Approach for Clustering Constant-Wise Change-Point Data
Ana Carolina da Cruz, Camila P. E. de Souza
Change-point models deal with ordered data sequences. Their primary goal is to infer the locations where an aspect of the data sequence changes. In this paper, we propose and imple…