← All authors Sonja Greven Humboldt-Universität zu Berlin (from arXiv:2603.28470, 2026) · ORCID · OpenAlex
53 papers in scope · 52 published · 1 on the econ.EM arXiv · 2,686 citations · h-index 23 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Rajita Chandak Blaise Melly Iván Fernández-Val Victor Chernozhukov Alfred Galichon Xinwei Ma Michael Jansson Matias D. Cattaneo Xi Wang Yue Fang Christian Hansen Shunsuke Imai Rocío Titiunik Tatsushi Oka Alexandre Belloni Whitney K. Newey Max H. Farrell Haitian Xie Martin Weidner Kaspar Wüthrich Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (1 of 53)
Elastic Full Procrustes Analysis of Plane Curves via Hermitian Covariance Smoothing
published 2026 · Journal of Computational and Graphical Statistics · 3 citations
with Almond Stöcker, Manuel Pfeuffer, Lisa Steyer
Modelling longitudinal and time-to-event data: a phase IV simulation study comparing R package implementations of joint models with time-varying Cox proportional-hazards regression, and the two-stage approach
published 2026 · BMC Medical Research Methodology
with Jil Heege, Elke Schaeffner, Ulrike Grittner, Annette Aigner
working paper 2026 · arXiv
Compositional splines for bivariate density data analysis
published 2026 · Statistical Methods & Applications
with Stanislav Škorňa, Jitka Machalová, Jana Burkotová, K. Hron, Karel Hron
On Spatial Point Processes With Composition‐Valued Marks
published 2025 · International Statistical Review
Model-based Fréchet regression in (quotient) metric spaces with a focus on elastic curves
published 2025 · Journal of Multivariate Analysis · 1 citations · first circulated 2023
with Lisa Steyer, Almond Stöcker
Additive density-on-scalar regression in Bayes Hilbert spaces with an application to gender economics
published 2025 · The Annals of Applied Statistics · 4 citations · first circulated 2021
with Eva-Maria Maier, Almond Stöcker, Bernd Fitzenberger
Functional Data Analysis: An Introduction and Recent Developments
published 2024 · Biometrical Journal · 56 citations · first circulated 2023
with Jan Gertheiss, David Rügamer, Bernard X. W. Liew
Detecting Respondent Burden in Online Surveys: How Different Sources of Question Difficulty Influence Cursor Movements
published 2024 · Social Science Computer Review · 3 citations
with Franziska M. Leipold, Pascal J. Kieslich, Felix Henninger, Amanda Fernández-Fontelo, Frauke Kreuter
Comments on: shape-based functional data analysis
published 2023 · Test
with Almond Stöcker, Lisa Steyer
Privacy Attitudes toward Mouse-Tracking Paradata Collection
published 2023 · Public Opinion Quarterly · 3 citations · first circulated 2022
with Felix Henninger, Pascal J. Kieslich, Amanda Fernández-Fontelo, Frauke Kreuter
Functional Additive Models on Manifolds of Planar Shapes and Forms
published 2023 · Journal of Computational and Graphical Statistics · 7 citations · first circulated 2021
with Almond Stöcker, Lisa Steyer
Elastic Analysis of Irregularly or Sparsely Sampled Curves
published 2022 · Biometrics · 12 citations · first circulated 2021
with Lisa Steyer, Almond Stöcker
Adaptive step-length selection in gradient boosting for Gaussian location and scale models
published 2022 · Computational Statistics · 10 citations
with Boyao Zhang, Tobias Hepp, Elisabeth Bergherr
Selective inference for additive and linear mixed models
published 2021 · Computational Statistics & Data Analysis · 1 citations · first circulated 2020
Conditional Model Selection in Mixed-Effects Models with cAIC4
published 2021 · Journal of Statistical Software · 58 citations · first circulated 2018
with Benjamin Säfken, David Rügamer, Thomas Kneib
Boosting functional response models for location, scale and shape with an application to bacterial competition
published 2020 · Statistical Modelling · 6 citations · first circulated 2018
with Almond Stöcker, Sarah Brockhaus, Sophia Anna Schaffer, Benedikt von Bronk, Madeleine Opitz, Almond Stoecker
Comments on: Inference and computation with Generalized Additive Models and their extensions
published 2020 · Test · 4 citations
with Fabian Scheipl
Boosting Functional Regression Models with FDboost
published 2020 · Journal of Statistical Software · 33 citations · first circulated 2017
with Sarah Brockhaus, David Rügamer
Inference for $$L_2$$-Boosting
published 2019 · Statistics and Computing · first circulated 2018
with David Rügamer
Nonlinear association structures in flexible Bayesian additive joint models
published 2018 · Statistics in Medicine · 1 citations · first circulated 2017
with Meike Köhler, Nikolaus Umlauf
Applied Statistics
published 2018 · Journal of the Royal Statistical Society Series C (Applied Statistics)
Selective inference after likelihood-or test-based model selection in linear models
published 2018 · Statistics & Probability Letters · 12 citations · first circulated 2017
with David Rügamer
Fast symmetric additive covariance smoothing
published 2017 · Computational Statistics & Data Analysis · 2 citations
with Jona Cederbaum, Fabian Scheipl
Signal Regression Models for Location, Scale and Shape with an Application to Stock Returns
published 2017 · Journal of the Royal Statistical Society Series C (Applied Statistics) · 3 citations · first circulated 2016
with Sarah Brockhaus, Andreas Fuest, Andreas Mayr
Flexible Bayesian additive joint models with an application to type 1 diabetes research
published 2017 · Biometrical Journal · 29 citations · first circulated 2016
with Meike Köhler, Nikolaus Umlauf, Andreas Beyerlein, Christiane Winkler, Anette-Gabriele Ziegler
Applied Statistics
published 2017 · Journal of the Royal Statistical Society Series C (Applied Statistics)
A general framework for functional regression modelling
published 2017 · Statistical Modelling · 134 citations
with Fabian Scheipl
Rejoinder
published 2017 · Statistical Modelling · 8 citations
with Fabian Scheipl
Multivariate Functional Principal Component Analysis for Data Observed on Different (Dimensional) Domains
published 2017 · Journal of the American Statistical Association · 357 citations
with Clara Happ-Kurz
Comment
published 2016 · Journal of the American Statistical Association · 4 citations
with Fabian Scheipl
Boosting flexible functional regression models with a high number of functional historical effects
published 2016 · Statistics and Computing · 34 citations
with Sarah Brockhaus, Michael Melcher, Friedrich Leisch
Identifiability in penalized function-on-function regression models
published 2016 · Electronic Journal of Statistics · 44 citations · first circulated 2015
with Fabian Scheipl
Functional linear mixed models for irregularly or sparsely sampled data
published 2015 · Statistical Modelling · 40 citations
Modelling a response as a function of high-frequency count data: The association between physical activity and fat mass
published 2015 · Statistical Methods in Medical Research · 23 citations
with Nicole H. Augustin, Calum Mattocks, Julian J. Faraway, Andy Ness
The functional linear array model
published 2015 · Statistical Modelling · 54 citations
with Sarah Brockhaus, Fabian Scheipl, Torsten Hothorn
Penalized function-on-function regression
published 2014 · Computational Statistics · 133 citations
with Andrada E. Ivanescu, Ana-Maria Staicu, Fabian Scheipl
Structured Functional Principal Component Analysis
published 2014 · Biometrics · 66 citations · first circulated 2013
with Haochang Shou, Vadim Zipunnikov, Ciprian M. Crainiceanu
Penalized scalar-on-functions regression with interaction term
published 2014 · Computational Statistics & Data Analysis · 30 citations
with Karen Fuchs, Fabian Scheipl
Generalized functional additive mixed models with (functional) compositional covariates for areal Covid-19 incidence curves
published 2014 · Journal of Computational and Graphical Statistics · 241 citations · first circulated 2012
A unifying approach to the estimation of the conditional Akaike information in generalized linear mixed models
published 2014 · Electronic Journal of Statistics · 61 citations
with Benjamin Saefken, Thomas Kneib, Clara-Sophie van Waveren
On likelihood ratio testing for penalized splines
published 2013 · AStA Advances in Statistical Analysis · 5 citations
with Ciprian M. Crainiceanu
Longitudinal scalar-on-functions regression with application to tractography data
published 2013 · Biostatistics · 54 citations
with Jan Gertheiss, Jeff Goldsmith, Ciprian M. Crainiceanu
Corrected Confidence Bands for Functional Data Using Principal Components
published 2012 · Biometrics · 123 citations
with Jeff Goldsmith, Ciprian M. Crainiceanu
An Approach to the Estimation of Chronic Air Pollution Effects Using Spatio-Temporal Information
published 2011 · Journal of the American Statistical Association · 65 citations
with Francesca Dominici, Scott L. Zeger
Restricted likelihood ratio testing in linear mixed models with general error covariance structure
published 2011 · Electronic Journal of Statistics · 16 citations
with Andrea Wiencierz, Helmut Küchenhoff
‘On the behaviour of marginal and conditional AIC in linear mixed models’
published 2010 · Biometrika · 263 citations
with Thomas Kneib
Longitudinal functional principal component analysis
published 2010 · Electronic Journal of Statistics · 184 citations
with Ciprian M. Crainiceanu, Brian Caffo, Daniel S. Reich
Restricted Likelihood Ratio Testing for Zero Variance Components in Linear Mixed Models
published 2008 · Journal of Computational and Graphical Statistics · 135 citations
with Ciprian M. Crainiceanu, Helmut Küchenhoff, Annette Peters
Size and power of tests for a zero random effect variance or polynomial regression in additive and linear mixed models
published 2007 · Computational Statistics & Data Analysis · 333 citations
with Fabian Scheipl, Helmut Küchenhoff
Air Pollution and Inflammation (IL-6, Fibrinogen, CRP) in Myocardial Infarction Survivors
published 2007 · Epidemiology · 8 citations
with Regina Rückerl, Petter Ljungman, Pasi P. Aalto, Charalambos Antoniades, Tom Bellander
SNPs in the Fibrinogen Gene Cluster Modify Fibrinogen Response to Ambient Particulate Matter
published 2007 · Epidemiology · 1 citations
with Annette Peters, Iris M. Heid, Fiammetta Baldari, Tom Bellander, Christina Chrysohoou
A Parametric Model for Studying Organism Fitness Using Step‐Stress Experiments
published 2004 · Biometrics · 22 citations
with A. John Bailer, Lawrence L. Kupper, Keith E. Muller, Jeremy L. Craft
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