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In this article, I summarise Peter Hall's contributions to high-dimensionaldata, including their geometric representations and variable selection methodsbased on ranking. I also discuss his work on classification problems,concluding with some personal reflections on my own interactions with him.

Peter Hall's work on high-dimensional data and classification