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researcher

J. Guinness

31 papers hereh-index 202k citations69 works total

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

author position
  • sole author5
  • first author4
  • middle author14
  • last author7

Across the 30 of 31 papers where every author was matched, so the position is known.

fields
  • stat.ME15
  • stat.AP7
  • stat.CO7
  • math.ST2

identity via Semantic Scholar / OpenAlex

activity
20132024
most citedA general framework for Vecchia approximations of Gaussian processes

189 citations · 522 across the 27 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

stat.AP2021

Log-Gaussian Cox Process Modeling of Large Spatial Lightning Data using Spectral and Laplace Approximations

Megan L. Gelsinger, Maryclare Griffin, David S. Matteson +1

Lightning is a destructive and highly visible product of severe storms, yet there is still much to be learned about the conditions under which lightning is most likely to occur. Th…

stat.CO2021

Ordered conditional approximation of Potts models

Anirban Chakraborty, Matthias Katzfuss, Joseph Guinness

Potts models, which can be used to analyze dependent observations on a lattice, have seen widespread application in a variety of areas, including statistical mechanics, neuroscienc…

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