Thomas Kneib
Impact in
- Statistics and Probability top 0.1%
- Statistical Methods and Inference
- Statistical Methods and Bayesian Inference
- Advanced Statistical Methods and Models
- Ecological Modeling top 2%
- Species Distribution and Climate Change
Papers in
-
- Statistical Methods and Inference 79
- Statistical Methods and Bayesian Inference 71
- Advanced Statistical Methods and Models 20
- Statistical Distribution Estimation and Applications 12
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- Spatial and Panel Data Analysis 27
- Economic and Environmental Valuation 15
- Co-authors
- Achim Zeileis (5 shared papers)Anne‐Laure Boulesteix (1 shared paper)Carolin Strobl (1 shared paper)Thomas Augustin (1 shared paper)Ludwig Fahrmeir (21 shared papers)Stefan Lang (21 shared papers)Torsten Hothorn (10 shared papers)Nadja Klein (31 shared papers)
- Journals
- Statistical Modelling (13 papers)Statistics and Computing (13 papers)Computational Statistics & Data Analysis (7 papers)Biometrical Journal (7 papers)AStA Advances in Statistical Analysis (6 papers)
- Partner nations
- GermanyAustriaUnited States
In The Last Decade
Thomas Kneib
201 papers receiving 7.2k citations
Thomas Kneib's Hit Papers
Peers
Comparison fields: 5 of 219
- Statistics and Probability 1.7k
- Ecological Modeling 320
- Environmental Engineering 710
- Nature and Landscape Conservation 581
- Global and Planetary Change 744
Countries citing papers authored by Thomas Kneib
This map shows the geographic impact of Thomas Kneib'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 Thomas Kneib with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Thomas Kneib more than expected).
Fields of papers citing papers by Thomas Kneib
This network shows the impact of papers produced by Thomas Kneib. 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 Thomas Kneib. The network helps show where Thomas Kneib may publish in the future.
Co-authors
The 25 scholars most cited alongside Thomas Kneib, 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 211 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Conditional variable importance for random forests Hit paper breakdown → | 2008 | 2323 |
| 2 | Regression Hit paper breakdown → | 2013 | 369 |
| 3 | PENALIZED STRUCTURED ADDITIVE REGRESSION FOR SPACE-TIME DATA: A BAYESIAN PERSPECTIVE | 2004 | 240 |
| 4 | 2010 | 174 | |
| 5 | 2005 | 173 | |
| 6 | 2012 | 110 | |
| 7 | 2007 | 110 | |
| 8 | 2013 | 103 | |
| 9 | 2011 | 101 | |
| 10 | 2008 | 96 | |
| 11 | 2010 | 95 | |
| 12 | 2009 | 92 | |
| 13 | 2014 | 90 | |
| 14 | 2015 | 85 | |
| 15 | 2015 | 84 | |
| 16 | 2010 | 83 | |
| 17 | 2005 | 80 | |
| 18 | 2006 | 78 | |
| 19 | 2010 | 71 | |
| 20 | 2011 | 69 |
About Thomas Kneib
Thomas Kneib is a scholar working on Statistics and Probability, Economics and Econometrics, Artificial Intelligence, Environmental Engineering and Management Science and Operations Research, having authored 211 papers that have together received 7.4k indexed citations. Recurring topics across this work include Statistical Methods and Inference (79 papers), Statistical Methods and Bayesian Inference (71 papers), Spatial and Panel Data Analysis (27 papers), Bayesian Methods and Mixture Models (26 papers), Advanced Statistical Methods and Models (20 papers), Soil Geostatistics and Mapping (16 papers), Economic and Environmental Valuation (15 papers) and Statistical Distribution Estimation and Applications (12 papers). The work is most often cited by research in Statistics and Probability (1.7k citations), Ecological Modeling (320 citations), Environmental Engineering (710 citations), Nature and Landscape Conservation (581 citations) and Global and Planetary Change (744 citations). Thomas Kneib has collaborated with scholars based in Germany, Austria and United States. Frequent co-authors include Achim Zeileis, Anne‐Laure Boulesteix, Carolin Strobl, Thomas Augustin, Ludwig Fahrmeir, Stefan Lang, Torsten Hothorn, Nadja Klein, Sonja Greven and Fabian Sobotka. Their work appears in journals such as Statistical Modelling, Statistics and Computing, Computational Statistics & Data Analysis, Biometrical Journal and AStA Advances in Statistical Analysis.
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.