Sonja Greven

Cited by

	All	Since 2016
Citations	3065	1753
h-index	25	21
i10-index	40	32

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20072008200920102011201220132014201520162017201820192020202111 64 120 131 150 155 206 171 257 276 347 367 341 398 14

Co-authors

Fabian ScheiplLMU Munich / Munich Center for Machine LearningVerified email at stat.uni-muenchen.de
Ciprian CrainiceanuProfessor of Biostatistics, Johns Hopkins UniversityVerified email at jhsph.edu
Thomas KneibChair of Statistics, Georg-August-University GöttingenVerified email at uni-goettingen.de
Prof Charalambos AntoniadesProfessor of Cardiovascular Medicine University of Oxford, Consultant CardiologistVerified email at well.ox.ac.uk
Francesco ForastiereDepartment of Epidemiology, Lazio Regional Health ServiceVerified email at deplazio.it
Daniel S. ReichNational Institutes of HealthVerified email at nih.gov
Brian CaffoProfessor of Biostatistics, Johns Hopkins UniversityVerified email at jhu.edu
Ana-Maria StaicuAssistant Professor, Statistics, North Carolina State UniversityVerified email at ncsu.edu
Jeff GoldsmithAssociate Professor, Department of Biostatistics, Columbia UniversityVerified email at columbia.edu
thomas illigVerified email at mh-hannover.de
Vadim ZipunnikovJohns Hopkins Bloomberg School of Public HealthVerified email at jhu.edu
Haochang ShouAssistant Professor of Biostatistics, University of PennsylvaniaVerified email at pennmedicine.upenn.edu
Scott ZegerJohn C. Malone Professor of Biostatistics, Johns Hopkins UniversityVerified email at jhu.edu
francesca dominiciProfessor of BiostatisticsVerified email at hsph.harvard.edu
Philip ReissAssociate Professor of Statistics, University of HaifaVerified email at stat.haifa.ac.il

Sonja Greven

Chair of Statistics, Humboldt-Universität zu Berlin

Verified email at hu-berlin.de - Homepage

functional data analysis longitudinal data analysis joint models flexible regression models biostatistics


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Cardiovascular events during World Cup soccer U Wilbert-Lampen, D Leistner, S Greven, T Pohl, S Sper, C Völker, ... New England Journal of Medicine 358 (5), 475-483, 2008	435	2008
Air pollution and inflammation (interleukin-6, C-reactive protein, fibrinogen) in myocardial infarction survivors R Rückerl, S Greven, P Ljungman, P Aalto, C Antoniades, T Bellander, ... Environmental health perspectives 115 (7), 1072-1080, 2007	309	2007
Size and power of tests for a zero random effect variance or polynomial regression in additive and linear mixed models F Scheipl, S Greven, H Küchenhoff Computational statistics & data analysis 52 (7), 3283-3299, 2008	271	2008
On the behaviour of marginal and conditional AIC in linear mixed models S Greven, T Kneib Biometrika 97 (4), 773-789, 2010	242	2010
Longitudinal functional principal component analysis S Greven, C Crainiceanu, B Caffo, D Reich Recent Advances in Functional Data Analysis and Related Topics, 149-154, 2011	159	2011
Restricted likelihood ratio testing for zero variance components in linear mixed models S Greven, CM Crainiceanu, H Küchenhoff, A Peters Journal of Computational and Graphical Statistics 17 (4), 870-891, 2008	147	2008
Functional additive mixed models F Scheipl, AM Staicu, S Greven Journal of Computational and Graphical Statistics 24 (2), 477-501, 2015	145	2015
Multivariate functional principal component analysis for data observed on different (dimensional) domains C Happ, S Greven Journal of the American Statistical Association 113 (522), 649-659, 2018	105	2018
Corrected confidence bands for functional data using principal components J Goldsmith, S Greven, C Crainiceanu Biometrics 69 (1), 41-51, 2013	105	2013
Penalized function-on-function regression AE Ivanescu, AM Staicu, F Scheipl, S Greven Computational Statistics 30 (2), 539-568, 2015	89	2015
refund: Regression with functional data C Crainiceanu, P Reiss, J Goldsmith, L Huang, L Huo, F Scheipl, ... R package version 0.1-6, 2012	72	2012
An approach to the estimation of chronic air pollution effects using spatio-temporal information S Greven, F Dominici, S Zeger Journal of the American Statistical Association 106 (494), 396-406, 2011	63	2011
Common genetic polymorphisms and haplotypes of fibrinogen alpha, beta, and gamma chains affect fibrinogen levels and the response to proinflammatory stimulation in myocardial … B Jacquemin, C Antoniades, F Nyberg, E Plana, M Müller, S Greven, ... Journal of the American College of Cardiology 52 (11), 941-952, 2008	60	2008
DNA variants, plasma levels and variability of C-reactive protein in myocardial infarction survivors: results from the AIRGENE study M Kolz, W Koenig, M Müller, M Andreani, S Greven, T Illig, N Khuseyinova, ... European heart journal 29 (10), 1250-1258, 2008	59	2008
Air pollution and inflammatory response in myocardial infarction survivors: gene–environment interactions in a high-risk group A Peters, A Schneider, S Greven, T Bellander, F Forastiere, A Ibald-Mulli, ... Inhalation toxicology 19 (sup1), 161-175, 2007	48	2007
Longitudinal scalar-on-functions regression with application to tractography data J Gertheiss, J Goldsmith, C Crainiceanu, S Greven Biostatistics 14 (3), 447-461, 2013	47	2013
Fibrinogen genes modify the fibrinogen response to ambient particulate matter A Peters, S Greven, IM Heid, F Baldari, S Breitner, T Bellander, ... American journal of respiratory and critical care medicine 179 (6), 484-491, 2009	47	2009
A general framework for functional regression modelling S Greven, F Scheipl Statistical Modelling 17 (1-2), 1-35, 2017	45	2017
The functional linear array model S Brockhaus, F Scheipl, T Hothorn, S Greven Statistical Modelling 15 (3), 279-300, 2015	43	2015
A unifying approach to the estimation of the conditional Akaike information in generalized linear mixed models B Saefken, T Kneib, CS van Waveren, S Greven Electronic Journal of Statistics 8 (1), 201-225, 2014	43	2014

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