Adaptive Global Testing for Functional Linear Models

By Jing Lei. 2014

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Nonparametric inference in generalized functional linear models (2014, methodology): “The settings in Sections 7.1–7.3 are exactly the same as those in Hilgert et al. [15] and Lei [17] so that we can fairly compare our testing results with theirs.”
Partially functional linear regression in high dimensions (2016, methodology): “We impose mild conditions on the decay rates of the eigenvalues {w jk} and regression coefficients {b jk0}, similar to those adopted by Hall & Horowitz (2007) and Lei (2014).”