PETER HALL'S WORK ON HIGH-DIMENSIONAL DATA AND CLASSIFICATION
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Abstract
In this article, I summarise Peter Hall’s contributions to high-dimensional data, including their geometric representations and variable selection methods based on ranking. I also discuss his work on classification problems, concluding with some personal reflections on my own interactions with him. This article complements [Ann. Statist. 44 (2016) 1821–1836; Ann. Statist. 44 (2016) 1837–1853; Ann. Statist. 44 (2016) 1854–1866 and Ann. Statist. 44 (2016) 1867–1887], which focus on other aspects of Peter’s research.
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ANNALS OF STATISTICS
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0090-5364
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44
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Project Euclid
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Except where otherwised noted, this item's license is described as http://creativecommons.org/licenses/by/4.0/
Sponsorship
Engineering and Physical Sciences Research Council (EP/J017213/1)
Leverhulme Trust (PLP-2014-353)
Leverhulme Trust (PLP-2014-353)
Supported by an EPSRC Early Career Fellowship and a Philip Leverhulme prize