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math.ST2007★ 479 cited
Methodology and convergence rates for functional linear regression
Peter Hall, Joel L. Horowitz
In functional linear regression, the slope ``parameter'' is a function. Therefore, in a nonparametric context, it is determined by an infinite number of unknowns. Its estimation in…
math.ST2007★ 585 cited
Prediction in functional linear regression
T. Tony Cai, Peter Hall
There has been substantial recent work on methods for estimating the slope function in linear regression for functional data analysis. However, as in the case of more conventional…