78 citations · 210 across the 23 of their papers we have counts for
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stat.ME2018★ 2 cited
Bayesian Function-on-Scalars Regression for High Dimensional Data
Daniel R. Kowal, Daniel C. Bourgeois
We develop a fully Bayesian framework for function-on-scalars regression with many predictors. The functional data response is modeled nonparametrically using unknown basis functio…
stat.ME2018★ 4 cited
Dynamic Function-on-Scalars Regression
Daniel R. Kowal
We develop a modeling framework for dynamic function-on-scalars regression, in which a time series of functional data is regressed on a time series of scalar predictors. The regres…