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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 2014 · stat.MEShow all

2 papers · 2 filters

stat.ME2014

Maximal Autocorrelation Functions in Functional Data Analysis

Giles Hooker, Steven Roberts

This paper proposes a new factor rotation for the context of functional principal components analysis. This rotation seeks to re-represent a functional subspace in terms of directi…

stat.ME2014★ 1 cited

Truncated Linear Models for Functional Data

Peter Hall, Giles Hooker

A conventional linear model for functional data involves expressing a response variable Y in terms of the explanatory function X(t), via the model: $Y=a+\int_I b(t)X(t)dt+\hbox…

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