Gareth James
Impact in
- Statistics and Probability top 0.2%
- Statistical Methods and Inference
- Advanced Statistical Methods and Models
- Statistical Methods and Bayesian Inference
- Artificial Intelligence top 0.2%
- Bayesian Methods and Mixture Models
- Advanced Clustering Algorithms Research
Papers in
-
- Statistical Methods and Inference 21
- Advanced Statistical Methods and Models 8
- Statistical Methods and Bayesian Inference 6
-
- Bayesian Methods and Mixture Models 7
- Co-authors
- Trevor Hastie (7 shared papers)Robert Tibshirani (4 shared papers)Daniela Witten (4 shared papers)Catherine A. Sugar (4 shared papers)Peter Radchenko (7 shared papers)Jonathan Taylor (1 shared paper)Ji Zhu (3 shared papers)Jing Wang (1 shared paper)
- Journals
- Journal of the American Statistical Association (11 papers)Journal of Computational and Graphical Statistics (3 papers)Journal of the Royal Statistical Society Series B (Statistical Methodology) (3 papers)The Annals of Applied Statistics (3 papers)Biometrika (3 papers)
- Partner nations
- United StatesUnited KingdomCanada
In The Last Decade
Gareth James
62 papers receiving 13.7k citations
Gareth James's Hit Papers
Peers
Comparison fields: 5 of 235
- Statistics and Probability 1.6k
- Artificial Intelligence 2.8k
- Environmental Engineering 928
- Management Science and Operations Research 754
- Ecological Modeling 222
Countries citing papers authored by Gareth James
This map shows the geographic impact of Gareth James'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 Gareth James with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gareth James more than expected).
Fields of papers citing papers by Gareth James
This network shows the impact of papers produced by Gareth James. 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 Gareth James. The network helps show where Gareth James may publish in the future.
Co-authors
The 25 scholars most cited alongside Gareth James, 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 62 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | An Introduction to Statistical Learning Hit paper breakdown → | 2013 | 7991 |
| 2 | An Introduction to Statistical Learning: with Applications in R Hit paper breakdown → | 2018 | 1785 |
| 3 | An Introduction to Statistical Learning Hit paper breakdown → | 2021 | 886 |
| 4 | Finding the Number of Clusters in a Dataset Hit paper breakdown → | 2003 | 529 |
| 5 | An Introduction to Statistical Learning Hit paper breakdown → | 2023 | 406 |
| 6 | 2003 | 329 | |
| 7 | 2000 | 316 | |
| 8 | 2002 | 271 | |
| 9 | 2001 | 213 | |
| 10 | 2009 | 170 | |
| 11 | 2008 | 105 | |
| 12 | 2003 | 95 | |
| 13 | 2008 | 81 | |
| 14 | 2015 | 79 | |
| 15 | 2005 | 78 | |
| 16 | 2013 | 70 | |
| 17 | 2010 | 66 | |
| 18 | 2005 | 62 | |
| 19 | 2000 | 60 | |
| 20 | 2017 | 59 |
About Gareth James
Gareth James is a scholar working on Statistics and Probability, Artificial Intelligence, Molecular Biology, Management Science and Operations Research and Economics and Econometrics, having authored 62 papers that have together received 14.2k indexed citations. Recurring topics across this work include Statistical Methods and Inference (21 papers), Advanced Statistical Methods and Models (8 papers), Bayesian Methods and Mixture Models (7 papers), Statistical Methods and Bayesian Inference (6 papers), Gene expression and cancer classification (5 papers), Innovation Diffusion and Forecasting (5 papers), Male Reproductive Health Studies (4 papers) and Face and Expression Recognition (3 papers). The work is most often cited by research in Statistics and Probability (1.6k citations), Artificial Intelligence (2.8k citations), Environmental Engineering (928 citations), Management Science and Operations Research (754 citations) and Ecological Modeling (222 citations). Gareth James has collaborated with scholars based in United States, United Kingdom and Canada. Frequent co-authors include Trevor Hastie, Robert Tibshirani, Daniela Witten, Catherine A. Sugar, Peter Radchenko, Jonathan Taylor, Ji Zhu, Jing Wang, Gerard J. Tellis and Ashish Sood. Their work appears in journals such as Journal of the American Statistical Association, Journal of Computational and Graphical Statistics, Journal of the Royal Statistical Society Series B (Statistical Methodology), The Annals of Applied Statistics and Biometrika.
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.