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researcher

G. Hooker

45 papers hereh-index 346.2k citations144 works total

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

author position
  • sole author2
  • first author9
  • middle author13
  • last author21

Across the 45 of 45 papers where every author was matched, so the position is known.

fields
  • stat.ME19
  • stat.ML15
  • math.ST5
  • stat.OT2
  • math.NA1
  • q-bio.PE1

identity via Semantic Scholar / OpenAlex

activity
20112024
most citedQuantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis Tests

151 citations · 692 across the 40 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

stat.ME2020

Generalized Single Index Models and Jensen Effects on Reproduction and Survival

Zi Ye, Giles Hooker, Stephen P. Ellner

Environmental variability often has substantial impacts on natural populations and communities through its effects on the performance of individuals. Because organisms' responses t…

stat.ME2020

Selecting the Derivative of a Functional Covariate in Scalar-on-Function Regression

Giles Hooker, Hanlin Shang

This paper presents tests to formally choose between regression models using different derivatives of a functional covariate in scalar-on-function regression. We demonstrate that f…

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