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researcher

G. McLachlan

57 papers hereh-index 5440.7k citations396 works total

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

author position
  • first author5
  • middle author10
  • last author41

Across the 56 of 57 papers where every author was matched, so the position is known.

fields
  • stat.ME23
  • stat.CO15
  • stat.ML8
  • math.ST7
  • stat.OT2
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20082026
most citedOn Mixtures of Skew Normal and Skew t-Distributions

192 citations · 426 across the 48 of their papers we have counts for

collaborators
Showing 2016 · stat.MEShow all

2 papers · 2 filters

stat.ME2016

Whole-Volume Clustering of Time Series Data from Zebrafish Brain Calcium Images via Mixture Modeling

Hien D. Nguyen, Jeremy F. P. Ullmann, Geoffrey J. McLachlan +5

Calcium is a ubiquitous messenger in neural signaling events. An increasing number of techniques are enabling visualization of neurological activity in animal models via luminescen…

stat.ME2016

Linear Mixed Models with Marginally Symmetric Nonparametric Random Effects

Hien D. Nguyen, Geoffrey J. McLachlan

Linear mixed models (LMMs) are used as an important tool in the data analysis of repeated measures and longitudinal studies. The most common form of LMMs utilize a normal distribut…

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