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stat.AP2019
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…
stat.AP2019
Variable Selection in Functional Linear Concurrent Regression
Rahul Ghosal, Arnab Maity, Timothy Clark +1
We propose a novel method for variable selection in functional linear concurrent regression. Our research is motivated by a fisheries footprint study where the goal is to identify…