Simultaneous Variable Selection, Clustering, and Smoothing in Function on Scalar Regression

Suchit Mehrotra, Arnab Maity

We address the problem of multicollinearity in a function-on-scalar regression model by using a prior which simultaneously selects, clusters, and smooths functional effects. Our me…