Sonja Greven
Scholar

Sonja Greven

Google Scholar ID: AvfqXrIAAAAJ
Chair of Statistics, Humboldt-Universität zu Berlin
functional data analysislongitudinal data analysisjoint modelsflexible regression modelsbiostatistics
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Citations & Impact
All-time
Citations
5,609
 
H-index
33
 
i10-index
63
 
Publications
20
 
Co-authors
14
list available
Contact
No contact links provided.
Publications
11 items
Random mixtures in Bayes Hilbert spaces
2026
Cited
0
Embedded Conditional Independence Tests for Large Language Model Generated Text with an Application to German Parliament Speeches
2026
Cited
0
Controlling for Omitted Variable Bias in Deep Neural Networks
2026
Cited
0
ICON Decomposition: Multivariate Concept-Level Explanations of Deep Representations for Model Auditing
2026
Cited
0
Deep Shape Regression for Planar Curves with Multimodal Covariates
2026
Cited
0
Dimension reduction of multivariate densities in Bayes spaces
2026
Cited
0
Variable Domain Multivariate Functional Principal Component Analysis
2026
Cited
0
Better than Average: Spatially-Aware Aggregation of Segmentation Uncertainty Improves Downstream Performance
2026
Cited
0
Resume (English only)
Co-authors
14 total
Fabian Scheipl
Fabian Scheipl
LMU Munich / Munich Center for Machine Learning
Ciprian Crainiceanu
Ciprian Crainiceanu
Professor of Biostatistics, Johns Hopkins University
Thomas Kneib
Thomas Kneib
Chair of Statistics, Georg-August-University Göttingen
Daniel S. Reich
Daniel S. Reich
National Institutes of Health
Brian Caffo
Brian Caffo
Professor of Biostatistics, Johns Hopkins University
Ana-Maria Staicu
Ana-Maria Staicu
Assistant Professor, Statistics, North Carolina State University
Co-author 7
Co-author 7
Jeff Goldsmith
Jeff Goldsmith
Associate Professor, Department of Biostatistics, Columbia University