206 citations · 664 across the 15 of their papers we have counts for
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math.ST2012★ 150 cited
Methodology and theory for partial least squares applied to functional data
Aurore Delaigle, Peter Hall
The partial least squares procedure was originally developed to estimate the slope parameter in multivariate parametric models. More recently it has gained popularity in the functi…
math.ST2012★ 40 cited
Nonparametric regression with homogeneous group testing data
Aurore Delaigle, Peter Hall
We introduce new nonparametric predictors for homogeneous pooled data in the context of group testing for rare abnormalities and show that they achieve optimal rates of convergence…