PETER HALL'S WORK ON HIGH-DIMENSIONAL DATA AND CLASSIFICATION

Authors
Richard J. Samworth
Citation
Richard J. Samworth, PETER HALL'S WORK ON HIGH-DIMENSIONAL DATA AND CLASSIFICATION, Annals of statistics , 44(5), 2016, pp. 1888-1895
Journal title
Annals of statistics → ACNP
ISSN journal
00905364
Volume
44
Issue
5
Year of publication
2016
Pages
1888 - 1895
Database
ACNP
SICI code
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.