124 citations · 145 across the 4 of their papers we have counts for
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stat.ME2013★ 15 cited
Restricted Likelihood Ratio Tests for Linearity in Scalar-on-Function Regression
Mathew W. McLean, Giles Hooker, David Ruppert
We propose a procedure for testing the linearity of a scalar-on-function regression relationship. To do so, we use the functional generalized additive model (FGAM), a recently deve…
stat.ME2013★ 5 cited
Bayesian Functional Generalized Additive Models with Sparsely Observed Covariates
Mathew W. McLean, Fabian Scheipl, Giles Hooker +2
The functional generalized additive model (FGAM) was recently proposed in McLean et al. (2013) as a more flexible alternative to the common functional linear model (FLM) for regres…