2 papers
stat.ME2025
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.ME2024
Fast variational Bayesian inference for correlated survival data: an application to invasive mechanical ventilation duration analysis
Chengqian Xian, Camila P. E. de Souza, Wenqing He +2
Correlated survival data are prevalent in various clinical settings and have been extensively discussed in literature. One of the most common types of correlated survival data is c…