Carolin Strobl
Impact in
- Ecological Modeling top 2%
- Species Distribution and Climate Change
- Statistics and Probability top 0.2%
- Statistical Methods and Inference
Papers in
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- Statistical Methods and Inference 21
- Statistical Methods and Applications 11
- Statistical Methods and Bayesian Inference 5
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- Psychometric Methodologies and Testing 30
- Co-authors
- Achim Zeileis (26 shared papers)Anne‐Laure Boulesteix (10 shared papers)Torsten Hothorn (7 shared papers)James D. Malley (2 shared papers)Gerhard Tutz (2 shared papers)Thomas Augustin (5 shared papers)Thomas Kneib (1 shared paper)Julia Kopf (8 shared papers)
- Journals
- Educational and Psychological Measurement (6 papers)BMC Bioinformatics (5 papers)Journal of Educational and Behavioral Statistics (3 papers)Computational Statistics & Data Analysis (3 papers)Psychological Methods (2 papers)
- Partner nations
- GermanySwitzerlandAustria
In The Last Decade
Carolin Strobl
72 papers receiving 9.7k citations
Carolin Strobl's Hit Papers
Peers
Comparison fields: 5 of 212
- Ecological Modeling 199
- Statistics and Probability 952
- Environmental Engineering 521
- Management Science and Operations Research 680
- Nature and Landscape Conservation 386
Countries citing papers authored by Carolin Strobl
This map shows the geographic impact of Carolin Strobl'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 Carolin Strobl with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Carolin Strobl more than expected).
Fields of papers citing papers by Carolin Strobl
This network shows the impact of papers produced by Carolin Strobl. 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 Carolin Strobl. The network helps show where Carolin Strobl may publish in the future.
Co-authors
The 25 scholars most cited alongside Carolin Strobl, 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 72 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Bias in random forest variable importance measures: Illustrations, sources and a solution Hit paper breakdown → | 2007 | 2749 |
| 2 | Conditional variable importance for random forests Hit paper breakdown → | 2008 | 2481 |
| 3 | An introduction to recursive partitioning: Rationale, application, and characteristics of classification and regression trees, bagging, and random forests. Hit paper breakdown → | 2009 | 2030 |
| 4 | 2010 | 288 | |
| 5 | 2006 | 237 | |
| 6 | 2013 | 210 | |
| 7 | 2009 | 183 | |
| 8 | 2012 | 158 | |
| 9 | 2020 | 119 | |
| 10 | 2011 | 107 | |
| 11 | 2013 | 107 | |
| 12 | A New, Conditional Variable-Importance Measure for Random Forests Available in the party Package | 2009 | 93 |
| 13 | 2014 | 86 | |
| 14 | 2008 | 83 | |
| 15 | 2021 | 82 | |
| 16 | 2008 | 64 | |
| 17 | 2015 | 63 | |
| 18 | 2011 | 57 | |
| 19 | 2009 | 56 | |
| 20 | 2022 | 53 |
About Carolin Strobl
Carolin Strobl is a scholar working on Statistics and Probability, Management Science and Operations Research, Artificial Intelligence, Information Systems and General Social Sciences, having authored 72 papers that have together received 9.9k indexed citations. Recurring topics across this work include Psychometric Methodologies and Testing (30 papers), Statistical Methods and Inference (21 papers), Statistical Methods and Applications (11 papers), Data Analysis with R (6 papers), Data Mining Algorithms and Applications (5 papers), Statistical Methods and Bayesian Inference (5 papers), Explainable Artificial Intelligence (XAI) (4 papers) and Machine Learning and Data Classification (3 papers). The work is most often cited by research in Ecological Modeling (199 citations), Statistics and Probability (952 citations), Environmental Engineering (521 citations), Management Science and Operations Research (680 citations) and Nature and Landscape Conservation (386 citations). Carolin Strobl has collaborated with scholars based in Germany, Switzerland and Austria. Frequent co-authors include Achim Zeileis, Anne‐Laure Boulesteix, Torsten Hothorn, James D. Malley, Gerhard Tutz, Thomas Augustin, Thomas Kneib, Julia Kopf, Andreas Ziegler and Kristin K. Nicodemus. Their work appears in journals such as Educational and Psychological Measurement, BMC Bioinformatics, Journal of Educational and Behavioral Statistics, Computational Statistics & Data Analysis and Psychological Methods.
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.