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K. Mengersen

75 papers hereh-index 7426.8k citations772 works total

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

author position
  • first author2
  • middle author38
  • last author33

Across the 73 of 75 papers where every author was matched, so the position is known.

fields
  • stat.AP30
  • stat.ME17
  • stat.CO13
  • cs.LG3
  • stat.ML3
  • math.ST2
same name
  • K. Mengersen — 1 paper, h 3
  • K. Mengersen — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20072025
most citedOverfitting Bayesian Mixture Models with an Unknown Number of Components

63 citations · 531 across the 74 of their papers we have counts for

collaborators
Showing 2021 · stat.APShow all

3 papers · 2 filters

stat.AP2021★ 19 cited

Understanding links between water-quality variables and nitrate concentration in freshwater streams using high-frequency sensor data

Claire Kermorvant, Benoit Liquet, Guy Litt +5

Real time monitoring using in situ sensors is becoming a common approach for measuring water quality within watersheds. High frequency measurements produce big data sets that prese…

stat.AP2021

A Bayesian latent allocation model for clustering compositional data with application to the Great Barrier Reef

Luiza Piancastelli, Nial Friel, Julie Vercelloni +2

Relative abundance is a common metric to estimate the composition of species in ecological surveys reflecting patterns of commonness and rarity of biological assemblages. Measureme…

stat.AP2021★ 11 cited

Spatio-temporal quantile regression analysis revealing more nuanced patterns of climate change: a study of long-term daily temperature in Australia

Qibin Duan, Clare A. McGrory, Glenn Brown +2

Climate change is commonly associated with an overall increase in mean temperature in a defined past time period. Many studies consider temperature trends at the global scale, but…

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