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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.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…