David Ruppert
Impact in
- Statistics and Probability top 0.01%
- Statistical Methods and Inference
- Advanced Statistical Methods and Models
- Statistical Methods and Bayesian Inference
- Statistical Distribution Estimation and Applications
- Statistics, Probability and Uncertainty top 0.02%
- Advanced Statistical Process Monitoring
Papers in
-
- Statistical Methods and Inference 106
- Advanced Statistical Methods and Models 85
- Statistical Methods and Bayesian Inference 56
-
- Optimal Experimental Design Methods 14
- Co-authors
- Raymond J. Carroll (85 shared papers)M. P. Wand (31 shared papers)Ciprian M. Crainiceanu (17 shared papers)Werner A. Stahel (1 shared paper)Elvezio Ronchetti (1 shared paper)Frank R. Hampel (1 shared paper)Peter J. Rousseeuw (1 shared paper)Leonard A. Stefanski (10 shared papers)
- Journals
- Journal of the American Statistical Association (59 papers)Journal of Computational and Graphical Statistics (18 papers)Biometrics (14 papers)Technometrics (14 papers)The Annals of Statistics (12 papers)
- Partner nations
- United StatesAustraliaSweden
In The Last Decade
David Ruppert
271 papers receiving 19.6k citations
David Ruppert's Hit Papers
Peers
Comparison fields: 5 of 225
- Statistics and Probability 11.2k
- Statistics, Probability and Uncertainty 2.6k
- Management Science and Operations Research 1.9k
- Finance 1.4k
- Artificial Intelligence 3.2k
Countries citing papers authored by David Ruppert
This map shows the geographic impact of David Ruppert'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 David Ruppert with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites David Ruppert more than expected).
Fields of papers citing papers by David Ruppert
This network shows the impact of papers produced by David Ruppert. 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 David Ruppert. The network helps show where David Ruppert may publish in the future.
Co-authors
The 25 scholars most cited alongside David Ruppert, 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 287 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Robust Statistics: The Approach Based on Influence Functions Hit paper breakdown → | 1987 | 3031 |
| 2 | Semiparametric Regression Hit paper breakdown → | 2003 | 1662 |
| 3 | Measurement Error in Nonlinear Models Hit paper breakdown → | 2006 | 1572 |
| 4 | Transformation and Weighting in Regression Hit paper breakdown → | 1988 | 1004 |
| 5 | Transformation and Weighting in Regression. Hit paper breakdown → | 1990 | 945 |
| 6 | Multivariate Locally Weighted Least Squares Regression Hit paper breakdown → | 1994 | 760 |
| 7 | The Elements of Statistical Learning: Data Mining, Inference, and Prediction Hit paper breakdown → | 2004 | 621 |
| 8 | An Effective Bandwidth Selector for Local Least Squares Regression Hit paper breakdown → | 1995 | 604 |
| 9 | Selecting the Number of Knots for Penalized Splines Hit paper breakdown → | 2002 | 521 |
| 10 | 2002 | 395 | |
| 11 | 2003 | 334 | |
| 12 | 1980 | 321 | |
| 13 | 1987 | 317 | |
| 14 | 1988 | 300 | |
| 15 | Measurement Error in Nonlinear Models: A Modern Perspective, Second Edition | 2006 | 269 |
| 16 | 2005 | 236 | |
| 17 | 1996 | 213 | |
| 18 | 1991 | 212 | |
| 19 | 1997 | 206 | |
| 20 | 1997 | 202 |
About David Ruppert
David Ruppert is a scholar working on Statistics and Probability, Management Science and Operations Research, Artificial Intelligence, Statistics, Probability and Uncertainty and Finance, having authored 287 papers that have together received 21.1k indexed citations. Recurring topics across this work include Statistical Methods and Inference (106 papers), Advanced Statistical Methods and Models (85 papers), Statistical Methods and Bayesian Inference (56 papers), Advanced Statistical Process Monitoring (21 papers), Bayesian Methods and Mixture Models (17 papers), Financial Risk and Volatility Modeling (16 papers), Optimal Experimental Design Methods (14 papers) and Statistical and numerical algorithms (12 papers). The work is most often cited by research in Statistics and Probability (11.2k citations), Statistics, Probability and Uncertainty (2.6k citations), Management Science and Operations Research (1.9k citations), Finance (1.4k citations) and Artificial Intelligence (3.2k citations). David Ruppert has collaborated with scholars based in United States, Australia and Sweden. Frequent co-authors include Raymond J. Carroll, M. P. Wand, Ciprian M. Crainiceanu, Werner A. Stahel, Elvezio Ronchetti, Frank R. Hampel, Peter J. Rousseeuw, Leonard A. Stefanski, Peter A. Lachenbruch and Simon J. Sheather. Their work appears in journals such as Journal of the American Statistical Association, Journal of Computational and Graphical Statistics, Biometrics, Technometrics and The Annals of Statistics.
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.