Sonja Greven

4.0k total citations
64 papers, 2.6k citations indexed

About

Sonja Greven is a scholar working on Statistics and Probability, Health, Toxicology and Mutagenesis and Artificial Intelligence. According to data from OpenAlex, Sonja Greven has authored 64 papers receiving a total of 2.6k indexed citations (citations by other indexed papers that have themselves been cited), including 27 papers in Statistics and Probability, 11 papers in Health, Toxicology and Mutagenesis and 8 papers in Artificial Intelligence. Recurrent topics in Sonja Greven's work include Statistical Methods and Inference (24 papers), Statistical Methods and Bayesian Inference (17 papers) and Air Quality and Health Impacts (10 papers). Sonja Greven is often cited by papers focused on Statistical Methods and Inference (24 papers), Statistical Methods and Bayesian Inference (17 papers) and Air Quality and Health Impacts (10 papers). Sonja Greven collaborates with scholars based in Germany, United States and Sweden. Sonja Greven's co-authors include Fabian Scheipl, Helmut Küchenhoff, Ciprian M. Crainiceanu, Thomas Kneib, Ana‐Maria Staicu, Annette Peters, Daniel S. Reich, Brian Caffo, Jeff Goldsmith and Wolfgang Köenig and has published in prestigious journals such as New England Journal of Medicine, Journal of the American Statistical Association and Journal of the American College of Cardiology.

In The Last Decade

Sonja Greven

61 papers receiving 2.5k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Sonja Greven Germany 25 836 401 337 225 179 64 2.6k
Jeff Goldsmith United States 34 602 0.7× 460 1.1× 283 0.8× 323 1.4× 763 4.3× 134 3.8k
Edward J. Bedrick United States 35 553 0.7× 314 0.8× 218 0.6× 362 1.6× 314 1.8× 152 4.8k
Carmén Cadarso-Suárez Spain 28 516 0.6× 98 0.2× 196 0.6× 302 1.3× 244 1.4× 130 3.3k
D. Stasinopoulos United Kingdom 15 828 1.0× 116 0.3× 330 1.0× 115 0.5× 164 0.9× 28 4.4k
Wensheng Guo United States 35 426 0.5× 131 0.3× 173 0.5× 206 0.9× 261 1.5× 109 3.5k
Fabian Scheipl Germany 19 497 0.6× 142 0.4× 198 0.6× 78 0.3× 163 0.9× 43 1.8k
Jeng‐Min Chiou Taiwan 28 825 1.0× 308 0.8× 455 1.4× 36 0.2× 362 2.0× 83 2.9k
Daniel J. Stekhoven Switzerland 13 280 0.3× 142 0.4× 644 1.9× 283 1.3× 605 3.4× 26 4.4k
Ofer Harel United States 31 655 0.8× 114 0.3× 268 0.8× 90 0.4× 148 0.8× 114 3.1k
Jiguo Cao Canada 24 419 0.5× 66 0.2× 394 1.2× 121 0.5× 268 1.5× 120 2.4k

Countries citing papers authored by Sonja Greven

Since Specialization
Citations

This map shows the geographic impact of Sonja Greven'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 Sonja Greven with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sonja Greven more than expected).

Fields of papers citing papers by Sonja Greven

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sonja Greven. 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 Sonja Greven. The network helps show where Sonja Greven may publish in the future.

Co-authorship network of co-authors of Sonja Greven

This figure shows the co-authorship network connecting the top 25 collaborators of Sonja Greven. A scholar is included among the top collaborators of Sonja Greven based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Sonja Greven. Sonja Greven is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Fitzenberger, Bernd, et al.. (2025). Additive density-on-scalar regression in Bayes Hilbert spaces with an application to gender economics. The Annals of Applied Statistics. 19(1).
2.
Henninger, Felix, Pascal J. Kieslich, Amanda Fernández‐Fontelo, Sonja Greven, & Frauke Kreuter. (2023). Privacy Attitudes toward Mouse-Tracking Paradata Collection. Public Opinion Quarterly. 87(S1). 602–618. 2 indexed citations
3.
4.
Greven, Sonja, et al.. (2022). Elastic Analysis of Irregularly or Sparsely Sampled Curves. Biometrics. 79(3). 2103–2115. 7 indexed citations
5.
Hepp, Tobias, et al.. (2022). Adaptive step-length selection in gradient boosting for Gaussian location and scale models. Computational Statistics. 37(5). 2295–2332. 6 indexed citations
6.
Alas, Honey Dawn C., et al.. (2021). Pedestrian exposure to black carbon and PM2.5 emissions in urban hot spots: new findings using mobile measurement techniques and flexible Bayesian regression models. Journal of Exposure Science & Environmental Epidemiology. 32(4). 604–614. 12 indexed citations
7.
Opitz, Madeleine, et al.. (2020). Boosting functional response models for location, scale and shape with an application to bacterial competition. Open access LMU (Ludwid Maxmilian's Universitat Munchen). 4 indexed citations
8.
Beyerlein, Andreas, Kendra Vehik, Sonja Greven, et al.. (2017). Joint modeling of longitudinal autoantibody patterns and progression to type 1 diabetes: results from the TEDDY study. Acta Diabetologica. 54(11). 1009–1017. 20 indexed citations
9.
Scheipl, Fabian, et al.. (2014). Penalized scalar-on-functions regression with interaction term. Computational Statistics & Data Analysis. 81. 38–51. 16 indexed citations
10.
Scheipl, Fabian, Ana‐Maria Staicu, & Sonja Greven. (2014). Functional Additive Mixed Models. Journal of Computational and Graphical Statistics. 24(2). 477–501. 147 indexed citations
11.
Gertheiss, Jan, Jeff Goldsmith, Ciprian M. Crainiceanu, & Sonja Greven. (2013). Longitudinal scalar-on-functions regression with application to tractography data. Biostatistics. 14(3). 447–461. 36 indexed citations
12.
Greven, Sonja, Francesca Dominici, & Scott L. Zeger. (2011). An Approach to the Estimation of Chronic Air Pollution Effects Using Spatio-Temporal Information. Journal of the American Statistical Association. 106(494). 396–406. 42 indexed citations
13.
Brüske, Irene, Regina Hampel, Regina Rückerl, et al.. (2011). Ambient Air Pollution and Lipoprotein-Associated Phospholipase A 2 in Survivors of Myocardial Infarction. Environmental Health Perspectives. 119(7). 921–926. 15 indexed citations
14.
Greven, Sonja, Ciprian M. Crainiceanu, Brian Caffo, & Daniel S. Reich. (2010). Longitudinal functional principal component analysis. Electronic Journal of Statistics. 4(none). 1022–1054. 132 indexed citations
15.
Peters, Annette, Sonja Greven, Iris M. Heid, et al.. (2009). Fibrinogen Genes Modify the Fibrinogen Response to Ambient Particulate Matter. American Journal of Respiratory and Critical Care Medicine. 179(6). 484–491. 30 indexed citations
16.
Wilbert-Lampen, Ute, David M. Leistner, Sonja Greven, et al.. (2008). Cardiovascular Events during World Cup Soccer. New England Journal of Medicine. 358(5). 475–483. 272 indexed citations
17.
Jacquemin, Bénédicte, Charalambos Antoniades, Fredrik Nyberg, et al.. (2008). Common Genetic Polymorphisms and Haplotypes of Fibrinogen Alpha, Beta, and Gamma Chains Affect Fibrinogen Levels and the Response to Proinflammatory Stimulation in Myocardial Infarction Survivors. Journal of the American College of Cardiology. 52(11). 941–952. 45 indexed citations
18.
Kolz, Melanie, Wolfgang Köenig, Martina Müller‐Nurasyid, et al.. (2007). DNA variants, plasma levels and variability of C-reactive protein in myocardial infarction survivors: results from the AIRGENE study. European Heart Journal. 29(10). 1250–1258. 35 indexed citations
19.
Rückerl, Regina, Sonja Greven, Petter Ljungman, et al.. (2007). Air Pollution and Inflammation (Interleukin-6, C-Reactive Protein, Fibrinogen) in Myocardial Infarction Survivors. Environmental Health Perspectives. 115(7). 1072–1080. 241 indexed citations
20.
Greven, Sonja, et al.. (2004). A Parametric Model for Studying Organism Fitness Using Step‐Stress Experiments. Biometrics. 60(3). 793–799. 14 indexed citations

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.

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