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researcher

M. Greenacre

6 papers hereh-index 4614.1k citations204 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • first author1
  • middle author2
  • last author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ME3
  • physics.geo-ph1
  • stat.AP1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20212023
most citedThree approaches to supervised learning for compositional data with pairwise logratios

13 citations · 29 across the 6 of their papers we have counts for

collaborators
Showing 2022 · stat.MEShow all

2 papers · 2 filters

stat.ME2022

The chiPower transformation: a valid alternative to logratio transformations in compositional data analysis

Michael Greenacre

The approach to analysing compositional data has been dominated by the use of logratio transformations, to ensure exact subcompositional coherence and, in some situations, exact is…

stat.ME2022★ 11 cited

Aitchison's Compositional Data Analysis 40 Years On: A Reappraisal

Michael Greenacre, Eric Grunsky, John Bacon-Shone +2

The development of John Aitchison's approach to compositional data analysis is followed since his paper read to the Royal Statistical Society in 1982. Aitchison's logratio approach…

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