Giles Hooker
Impact in
- Ecological Modeling top 1%
- Species Distribution and Climate Change
- Statistics and Probability top 0.5%
- Statistical Methods and Inference
- Advanced Statistical Methods and Models
Papers in
-
- Explainable Artificial Intelligence (XAI) 10
- Machine Learning and Data Classification 10
- Neural Networks and Applications 9
-
- Statistical Methods and Inference 24
- Statistical Methods and Bayesian Inference 9
- Advanced Statistical Methods and Models 8
- Co-authors
- J. O. Ramsay (19 shared papers)Spencer Graves (8 shared papers)Stephen P. Ellner (17 shared papers)Peter B. Adler (10 shared papers)Rich Caruana (6 shared papers)Lucas Mentch (9 shared papers)David A. Campbell (3 shared papers)Vijay S. Pande (1 shared paper)
- Journals
- Ecology Letters (5 papers)Statistics and Computing (5 papers)Journal of Computational and Graphical Statistics (5 papers)Ecology (4 papers)Test (3 papers)
- Partner nations
- United StatesCanadaAustralia
In The Last Decade
Giles Hooker
106 papers receiving 4.4k citations
Giles Hooker's Hit Papers
Peers
Comparison fields: 5 of 200
- Ecological Modeling 419
- Statistics and Probability 575
- Health Informatics 52
- Nature and Landscape Conservation 439
- Statistics, Probability and Uncertainty 227
Countries citing papers authored by Giles Hooker
This map shows the geographic impact of Giles Hooker's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Giles Hooker with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Giles Hooker more than expected).
Fields of papers citing papers by Giles Hooker
This network shows the impact of papers produced by Giles Hooker. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Giles Hooker. The network helps show where Giles Hooker may publish in the future.
Co-authors
The 25 scholars most cited alongside Giles Hooker, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 111 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Functional Data Analysis with R and MATLAB Hit paper breakdown → | 2009 | 648 |
| 2 | Parameter Estimation for Differential Equations: a Generalized Smoothing Approach Hit paper breakdown → | 2007 | 404 |
| 3 | 2003 | 404 | |
| 4 | Accurate intelligible models with pairwise interactions Hit paper breakdown → | 2013 | 306 |
| 5 | A practical guide to selecting models for exploration, inference, and prediction in ecology Hit paper breakdown → | 2021 | 296 |
| 6 | 2009 | 288 | |
| 7 | 2010 | 203 | |
| 8 | 2018 | 137 | |
| 9 | 2021 | 136 | |
| 10 | 2007 | 136 | |
| 11 | 2012 | 114 | |
| 12 | 2014 | 98 | |
| 13 | 2020 | 84 | |
| 14 | 2004 | 80 | |
| 15 | 2014 | 78 | |
| 16 | 2013 | 72 | |
| 17 | 2009 | 66 | |
| 18 | 2016 | 54 | |
| 19 | 2017 | 50 | |
| 20 | 2010 | 47 |
About Giles Hooker
Giles Hooker is a scholar working on Artificial Intelligence, Statistics and Probability, Control and Systems Engineering, Nature and Landscape Conservation and Ecology, having authored 111 papers that have together received 4.6k indexed citations. Recurring topics across this work include Statistical Methods and Inference (24 papers), Explainable Artificial Intelligence (XAI) (10 papers), Control Systems and Identification (10 papers), Ecology and Vegetation Dynamics Studies (10 papers), Machine Learning and Data Classification (10 papers), Neural Networks and Applications (9 papers), Statistical Methods and Bayesian Inference (9 papers) and Advanced Statistical Methods and Models (8 papers). The work is most often cited by research in Ecological Modeling (419 citations), Statistics and Probability (575 citations), Health Informatics (52 citations), Nature and Landscape Conservation (439 citations) and Statistics, Probability and Uncertainty (227 citations). Giles Hooker has collaborated with scholars based in United States, Canada and Australia. Frequent co-authors include J. O. Ramsay, Spencer Graves, Stephen P. Ellner, Peter B. Adler, Rich Caruana, Lucas Mentch, David A. Campbell, Vijay S. Pande, Michael R. Shirts and Jiguo Cao. Their work appears in journals such as Ecology Letters, Statistics and Computing, Journal of Computational and Graphical Statistics, Ecology and Test.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.