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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 2020Show all

2 papers · 1 filter

stat.ME2020★ 3 cited

Scaled Vecchia approximation for fast computer-model emulation

Matthias Katzfuss, Joseph Guinness, Earl Lawrence

Many scientific phenomena are studied using computer experiments consisting of multiple runs of a computer model while varying the input settings. Gaussian processes (GPs) are a po…

stat.AP2020★ 16 cited

An Observational Study of the Effect of Nike Vaporfly Shoes on Marathon Performance

Joseph Guinness, Debasmita Bhattacharya, Jenny Chen +2

We collected marathon performance data from a systematic sample of elite and sub-elite athletes over the period 2015 to 2019, then searched the internet for publicly-available phot…

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