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John A. D. Aston

2 papers hereh-index 2168 citations9 works total

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author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • math.ST1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

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1 paper · 1 filter

math.ST2024

Symmetry: a General Structure in Nonparametric Regression

Louis G. Christie, John A. D. Aston

In this paper we present the framework of symmetry in nonparametric regression. This generalises the framework of covariate sparsity, where the regression function depends only on…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.