Keith Knight
Impact in
- Statistics and Probability top 0.1%
- Statistical Methods and Inference
- Advanced Statistical Methods and Models
- Statistical Methods and Bayesian Inference
- Finance top 1%
- Financial Risk and Volatility Modeling
Papers in
-
- Statistical Methods and Inference 26
- Advanced Statistical Methods and Models 16
- Statistical Methods and Bayesian Inference 3
- Statistical Distribution Estimation and Applications 2
- Finance 13
- Financial Risk and Volatility Modeling 11
- Stochastic processes and financial applications 5
- Co-authors
- Wenjiang Fu (1 shared paper)Robert Tibshirani (4 shared papers)Ji Zhu (1 shared paper)Saharon Rosset (1 shared paper)Michael A. Saunders (1 shared paper)Richard A. Davis (1 shared paper)Jian Liu (1 shared paper)David L. Martell (1 shared paper)
- Journals
- Econometric Theory (5 papers)The Annals of Statistics (4 papers)Canadian Journal of Statistics (2 papers)Journal of the Royal Statistical Society Series B (Statistical Methodology) (2 papers)Stochastic Processes and their Applications (2 papers)
- Partner nations
- CanadaUnited States
In The Last Decade
Keith Knight
37 papers receiving 4.0k citations
Keith Knight's Hit Papers
Peers
Comparison fields: 5 of 170
- Statistics and Probability 2.1k
- Finance 681
- General Economics, Econometrics and Finance 323
- Statistics, Probability and Uncertainty 204
- Computational Mechanics 562
Countries citing papers authored by Keith Knight
This map shows the geographic impact of Keith Knight'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 Keith Knight with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Keith Knight more than expected).
Fields of papers citing papers by Keith Knight
This network shows the impact of papers produced by Keith Knight. 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 Keith Knight. The network helps show where Keith Knight may publish in the future.
Co-authors
The 15 scholars most cited alongside Keith Knight, 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 37 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Sparsity and Smoothness Via the Fused Lasso Hit paper breakdown → | 2004 | 1661 |
| 2 | Asymptotics for lasso-type estimators Hit paper breakdown → | 2000 | 830 |
| 3 | 1998 | 353 | |
| 4 | 1997 | 262 | |
| 5 | 1992 | 167 | |
| 6 | 1999 | 134 | |
| 7 | 2002 | 86 | |
| 8 | 1999 | 82 | |
| 9 | 1989 | 82 | |
| 10 | 1999 | 61 | |
| 11 | 1989 | 57 | |
| 12 | A Course in Mathematical Statistics | 1997 | 48 |
| 13 | 1999 | 43 | |
| 14 | 1991 | 39 | |
| 15 | 2001 | 33 | |
| 16 | LIMIT THEORY FOR M-ESTIMATES IN AN INTEGRATED INFINITE VARIANCE PROCESS | 1991 | 32 |
| 17 | 1987 | 30 | |
| 18 | 2012 | 22 | |
| 19 | 1999 | 22 | |
| 20 | 1989 | 22 |
About Keith Knight
Keith Knight is a scholar working on Statistics and Probability, Finance, Artificial Intelligence, Control and Systems Engineering and Management Science and Operations Research, having authored 37 papers that have together received 4.2k indexed citations. Recurring topics across this work include Statistical Methods and Inference (26 papers), Advanced Statistical Methods and Models (16 papers), Financial Risk and Volatility Modeling (11 papers), Stochastic processes and financial applications (5 papers), Control Systems and Identification (3 papers), Statistical Methods and Bayesian Inference (3 papers), Statistical Distribution Estimation and Applications (2 papers) and Stochastic processes and statistical mechanics (2 papers). The work is most often cited by research in Statistics and Probability (2.1k citations), Finance (681 citations), General Economics, Econometrics and Finance (323 citations), Statistics, Probability and Uncertainty (204 citations) and Computational Mechanics (562 citations). Keith Knight has collaborated with scholars based in Canada and United States. Frequent co-authors include Wenjiang Fu, Robert Tibshirani, Ji Zhu, Saharon Rosset, Michael A. Saunders, Richard A. Davis, Jian Liu, David L. Martell, Justin Podur and Mehmet Caner. Their work appears in journals such as Econometric Theory, The Annals of Statistics, Canadian Journal of Statistics, Journal of the Royal Statistical Society Series B (Statistical Methodology) and Stochastic Processes and their Applications.
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.