Scalable Variational Bayes Inference for Dynamic Variable Selection

Nicolas Bianco, Mauro Bernardi, Daniele Bianchi

We develop a variational Bayes approach for dynamic variable selection in high-dimensional regression models with time-varying parameters and predictors that exhibit a predefined g…