2 papers
stat.ME2024
Fast Bayesian Basis Selection for Functional Data Representation with Correlated Errors
Ana Carolina da Cruz, Camila P. E. de Souza, Pedro H. T. O. Sousa
Functional data analysis finds widespread application across various fields. While functional data are intrinsically infinite-dimensional, in practice, they are observed only at a…
stat.ME2023
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…