Bayesian Variable Selection for Function-on-Scalar Regression Models: a comparative analysis

Pedro Henrique T. O. Sousa, Camila P. E. de Souza, Ronaldo Dias

In this work, we developed a new Bayesian method for variable selection in function-on-scalar regression (FOSR). Our method uses a hierarchical Bayesian structure and latent variab…