206 citations · 664 across the 15 of their papers we have counts for
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stat.ME2010
Kernel methods and minimum contrast estimators for empirical deconvolution
Aurore Delaigle, Peter Hall
We survey classical kernel methods for providing nonparametric solutions to problems involving measurement error. In particular we outline kernel-based methodology in this setting,…
stat.ME2010★ 9 cited
Robustness and accuracy of methods for high dimensional data analysis based on Student's t statistic
Aurore Delaigle, Peter Hall, Jiashun Jin
Student's statistic is finding applications today that were never envisaged when it was introduced more than a century ago. Many of these applications rely on properties, for e…
stat.ME2009★ 2 cited
Weighted least squares methods for prediction in the functional data linear model
Aurore Delaigle, Peter Hall, Tatiyana V. Apanasovich
The problem of prediction in functional linear regression is conventionally addressed by reducing dimension via the standard principal component basis. In this paper we show that a…