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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 2018 · math.STShow all

2 papers · 2 filters

math.ST2018★ 1 cited

Asymptotic Properties for Methods Combining Minimum Hellinger Distance Estimates and Bayesian Nonparametric Density Estimates

Yuefeng Wu, Giles Hooker

In frequentist inference, minimizing the Hellinger distance between a kernel density estimate and a parametric family produces estimators that are both robust to outliers and stati…

math.ST2018★ 4 cited

Local Quadratic Estimation of the Curvature in a Functional Single Index Model

Zi Ye, Giles Hooker

The nonlinear effects of environmental variability on species abundance plays an important role in the maintenance of ecological diversity. Nonetheless, many common models use para…

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