Giles Hooker
Impact in
- Ecological Modeling top 1%
- Species Distribution and Climate Change
- Statistics and Probability top 0.5%
- Statistical Methods and Inference
Papers in
-
- Statistical Methods and Inference 25
- Advanced Statistical Methods and Models 9
- Statistical Methods and Bayesian Inference 9
-
- Explainable Artificial Intelligence (XAI) 9
- Neural Networks and Applications 8
- Gaussian Processes and Bayesian Inference 7
- Co-authors
- J. O. Ramsay (19 shared papers)Spencer B. Graves (8 shared papers)Stephen P. Ellner (17 shared papers)Rich Caruana (5 shared papers)Peter B. Adler (10 shared papers)Yin Lou (2 shared papers)Eric Bair (1 shared paper)Michael R. Shirts (1 shared paper)
- Journals
- Statistics and Computing (6 papers)Journal of Computational and Graphical Statistics (5 papers)Ecology Letters (5 papers)Ecology (4 papers)Test (3 papers)
- Partner nations
- United StatesCanadaAustralia
In The Last Decade
Giles Hooker
103 papers receiving 4.6k citations
Giles Hooker's Hit Papers
Peers
Comparison fields: 5 of 202
- Ecological Modeling 441
- Statistics and Probability 550
- Health Informatics 63
- Nature and Landscape Conservation 458
- Statistics, Probability and Uncertainty 226
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 112 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 | 659 |
| 2 | 2003 | 407 | |
| 3 | Parameter Estimation for Differential Equations: a Generalized Smoothing Approach Hit paper breakdown → | 2007 | 399 |
| 4 | Accurate intelligible models with pairwise interactions Hit paper breakdown → | 2013 | 331 |
| 5 | A practical guide to selecting models for exploration, inference, and prediction in ecology Hit paper breakdown → | 2021 | 327 |
| 6 | 2009 | 297 | |
| 7 | 2010 | 207 | |
| 8 | 2018 | 152 | |
| 9 | 2021 | 145 | |
| 10 | 2007 | 142 | |
| 11 | 2012 | 119 | |
| 12 | 2018 | 99 | |
| 13 | 2004 | 90 | |
| 14 | 2020 | 87 | |
| 15 | 2018 | 83 | |
| 16 | 2014 | 80 | |
| 17 | 2013 | 76 | |
| 18 | 2009 | 66 | |
| 19 | 2016 | 56 | |
| 20 | 2017 | 50 |
About Giles Hooker
Giles Hooker is a scholar working on Statistics and Probability, Artificial Intelligence, Nature and Landscape Conservation, Control and Systems Engineering and Ecology, having authored 112 papers that have together received 4.8k indexed citations. Recurring topics across this work include Statistical Methods and Inference (25 papers), Control Systems and Identification (11 papers), Ecology and Vegetation Dynamics Studies (11 papers), Advanced Statistical Methods and Models (9 papers), Statistical Methods and Bayesian Inference (9 papers), Explainable Artificial Intelligence (XAI) (9 papers), Neural Networks and Applications (8 papers) and Gaussian Processes and Bayesian Inference (7 papers). The work is most often cited by research in Ecological Modeling (441 citations), Statistics and Probability (550 citations), Health Informatics (63 citations), Nature and Landscape Conservation (458 citations) and Statistics, Probability and Uncertainty (226 citations). Giles Hooker has collaborated with scholars based in United States, Canada and Australia. Frequent co-authors include J. O. Ramsay, Spencer B. Graves, Stephen P. Ellner, Rich Caruana, Peter B. Adler, Yin Lou, Eric Bair, Michael R. Shirts, Vijay S. Pande and David A. Campbell. Their work appears in journals such as Statistics and Computing, Journal of Computational and Graphical Statistics, Ecology Letters, 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.