Edit Profile (opens in new tab) Greven, Sonja Co-Author Distance Author ID: greven.sonja Published as: Greven, Sonja; Greven, S. External Links: MGP Documents Indexed: 33 Publications since 2004, including 1 Book Co-Authors: 45 Co-Authors with 32 Joint Publications 620 Co-Co-Authors all top 5 Co-Authors 1 single-authored 11 Scheipl, Fabian 5 Crăiniceanu, Ciprian-Mugur 3 Brockhaus, Sarah 3 Rügamer, David 3 Stöcker, Almond 2 Caffo, Brian S. 2 Cederbaum, Jona 2 Kneib, Thomas 2 Küchenhoff, Helmut 2 Reich, Daniel S. 2 Shou, Haochang 2 Staicu, Ana-Maria 2 Steyer, Lisa 2 Zipunnikov, Vadim M. 1 Bailer, A. John 1 Baumann, Philipp F. M. 1 Bergherr, Elisabeth 1 Beyerlein, Andreas 1 Craft, Jeremy L. 1 Dominici, Francesca 1 Fuchs, Karen 1 Gertheiss, Jan 1 Goldsmith, Jeff 1 Happ, Clara 1 Hepp, Tobias 1 Hoole, Phil 1 Hothorn, Torsten 1 Ivanescu, Andrada E. 1 Köhler, Meike 1 Kupper, Lawrence L. 1 Leisch, Friedrich 1 Melcher, Michael 1 Muller, Keith E. 1 Opitz, Madeleine 1 Pouplier, Marianne 1 Säfken, Benjamin 1 Schaffer, Sophia Anna 1 Umlauf, Nikolaus 1 van Waveren, Clara-Sophie 1 von Bronk, Benedikt 1 Wiencierz, Andrea 1 Winkler, Christiane 1 Zeger, Scott L. 1 Zhang, Boyao 1 Ziegler, Anette-Gabriele all top 5 Serials 5 Statistical Modelling 5 Electronic Journal of Statistics 4 Biometrics 4 Computational Statistics and Data Analysis 2 Journal of the American Statistical Association 2 Computational Statistics 2 Statistics and Computing 1 Biometrical Journal 1 Biometrika 1 Statistics & Probability Letters 1 Test 1 AStA. Advances in Statistical Analysis 1 The Annals of Applied Statistics 1 Journal of Computational and Graphical Statistics Fields 33 Statistics (62-XX) 3 Numerical analysis (65-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 30 Publications have been cited 413 times in 286 Documents Cited by ▼ Year ▼ On the behaviour of marginal and conditional AIC in linear mixed models. Zbl 1204.62114 Greven, Sonja; Kneib, Thomas 46 2010 Penalized function-on-function regression. Zbl 1317.65037 Ivanescu, Andrada E.; Staicu, Ana-Maria; Scheipl, Fabian; Greven, Sonja 42 2015 Longitudinal functional principal component analysis. Zbl 1329.62334 Greven, Sonja; Crainiceanu, Ciprian; Caffo, Brian; Reich, Daniel 41 2010 Multivariate functional principal component analysis for data observed on different (dimensional) domains. Zbl 1398.62154 Happ, Clara; Greven, Sonja 36 2018 Corrected confidence bands for functional data using principal components. Zbl 1274.62776 Goldsmith, J.; Greven, S.; Crainiceanu, C. 35 2013 Size and power of tests for a zero random effect variance or polynomial regression in additive and linear mixed models. Zbl 1452.62531 Scheipl, Fabian; Greven, Sonja; Küchenhoff, Helmut 29 2008 A general framework for functional regression modelling. Zbl 07289474 Greven, Sonja; Scheipl, Fabian 23 2017 Functional additive mixed models. Zbl 1430.62082 Scheipl, Fabian; Staicu, Ana-Maria; Greven, Sonja 19 2014 Identifiability in penalized function-on-function regression models. Zbl 1332.62249 Scheipl, Fabian; Greven, Sonja 18 2016 Generalized functional additive mixed models. Zbl 1341.62242 Scheipl, Fabian; Gertheiss, Jan; Greven, Sonja 16 2016 Structured functional principal component analysis. Zbl 1393.62099 Shou, Haochang; Zipunnikov, Vadim; Crainiceanu, Ciprian M.; Greven, Sonja 15 2015 Boosting flexible functional regression models with a high number of functional historical effects. Zbl 1384.62131 Brockhaus, Sarah; Melcher, Michael; Leisch, Friedrich; Greven, Sonja 12 2017 A parametric model for studying organism fitness using step-stress experiments. Zbl 1274.62780 Greven, Sonja; Bailer, A. John; Kupper, Lawrence L.; Muller, Keith E.; Craft, Jeremy L. 10 2004 Longitudinal high-dimensional principal components analysis with application to diffusion tensor imaging of multiple sclerosis. Zbl 1454.62190 Zipunnikov, Vadim; Greven, Sonja; Shou, Haochang; Caffo, Brian S.; Reich, Daniel S.; Crainiceanu, Ciprian M. 10 2014 The functional linear array model. Zbl 07258990 Brockhaus, Sarah; Scheipl, Fabian; Hothorn, Torsten; Greven, Sonja 10 2015 A unifying approach to the estimation of the conditional Akaike information in generalized linear mixed models. Zbl 1282.62168 Saefken, Benjamin; Kneib, Thomas; van Waveren, Clara-Sophie; Greven, Sonja 9 2014 Penalized scalar-on-functions regression with interaction term. Zbl 1507.62055 Fuchs, Karen; Scheipl, Fabian; Greven, Sonja 8 2015 Functional linear mixed models for irregularly or sparsely sampled data. Zbl 07259010 Cederbaum, Jona; Pouplier, Marianne; Hoole, Phil; Greven, Sonja 5 2016 Selective inference after likelihood- or test-based model selection in linear models. Zbl 1463.62205 Rügamer, David; Greven, Sonja 5 2018 Flexible Bayesian additive joint models with an application to type 1 diabetes research. Zbl 1379.62073 Köhler, Meike; Umlauf, Nikolaus; Beyerlein, Andreas; Winkler, Christiane; Ziegler, Anette-Gabriele; Greven, Sonja 4 2017 Restricted likelihood ratio testing in linear mixed models with general error covariance structure. Zbl 1271.62096 Wiencierz, Andrea; Greven, Sonja; Küchenhoff, Helmut 4 2011 An approach to the estimation of chronic air pollution effects using spatio-temporal information. Zbl 1232.62157 Greven, Sonja; Dominici, Francesca; Zeger, Scott 3 2011 Selective inference for additive and linear mixed models. Zbl 07464457 Rügamer, David; Baumann, Philipp F. M.; Greven, Sonja 3 2022 Inference for \(L_2\)-boosting. Zbl 1436.62332 Rügamer, David; Greven, Sonja 3 2020 Fast symmetric additive covariance smoothing. Zbl 1469.62031 Cederbaum, Jona; Scheipl, Fabian; Greven, Sonja 2 2018 Rejoinder. Zbl 07289481 Greven, Sonja; Scheipl, Fabian 1 2017 Elastic analysis of irregularly or sparsely sampled curves. Zbl 1522.62232 Steyer, Lisa; Stöcker, Almond; Greven, Sonja 1 2023 Boosting functional response models for location, scale and shape with an application to bacterial competition. Zbl 07506786 Stöcker, Almond; Brockhaus, Sarah; Schaffer, Sophia Anna; von Bronk, Benedikt; Opitz, Madeleine; Greven, Sonja 1 2021 Adaptive step-length selection in gradient boosting for Gaussian location and scale models. Zbl 1505.62439 Zhang, Boyao; Hepp, Tobias; Greven, Sonja; Bergherr, Elisabeth 1 2022 On likelihood ratio testing for penalized splines. Zbl 1443.62097 Greven, Sonja; Crainiceanu, Ciprian M. 1 2013 Elastic analysis of irregularly or sparsely sampled curves. Zbl 1522.62232 Steyer, Lisa; Stöcker, Almond; Greven, Sonja 1 2023 Selective inference for additive and linear mixed models. Zbl 07464457 Rügamer, David; Baumann, Philipp F. M.; Greven, Sonja 3 2022 Adaptive step-length selection in gradient boosting for Gaussian location and scale models. Zbl 1505.62439 Zhang, Boyao; Hepp, Tobias; Greven, Sonja; Bergherr, Elisabeth 1 2022 Boosting functional response models for location, scale and shape with an application to bacterial competition. Zbl 07506786 Stöcker, Almond; Brockhaus, Sarah; Schaffer, Sophia Anna; von Bronk, Benedikt; Opitz, Madeleine; Greven, Sonja 1 2021 Inference for \(L_2\)-boosting. Zbl 1436.62332 Rügamer, David; Greven, Sonja 3 2020 Multivariate functional principal component analysis for data observed on different (dimensional) domains. Zbl 1398.62154 Happ, Clara; Greven, Sonja 36 2018 Selective inference after likelihood- or test-based model selection in linear models. Zbl 1463.62205 Rügamer, David; Greven, Sonja 5 2018 Fast symmetric additive covariance smoothing. Zbl 1469.62031 Cederbaum, Jona; Scheipl, Fabian; Greven, Sonja 2 2018 A general framework for functional regression modelling. Zbl 07289474 Greven, Sonja; Scheipl, Fabian 23 2017 Boosting flexible functional regression models with a high number of functional historical effects. Zbl 1384.62131 Brockhaus, Sarah; Melcher, Michael; Leisch, Friedrich; Greven, Sonja 12 2017 Flexible Bayesian additive joint models with an application to type 1 diabetes research. Zbl 1379.62073 Köhler, Meike; Umlauf, Nikolaus; Beyerlein, Andreas; Winkler, Christiane; Ziegler, Anette-Gabriele; Greven, Sonja 4 2017 Rejoinder. Zbl 07289481 Greven, Sonja; Scheipl, Fabian 1 2017 Identifiability in penalized function-on-function regression models. Zbl 1332.62249 Scheipl, Fabian; Greven, Sonja 18 2016 Generalized functional additive mixed models. Zbl 1341.62242 Scheipl, Fabian; Gertheiss, Jan; Greven, Sonja 16 2016 Functional linear mixed models for irregularly or sparsely sampled data. Zbl 07259010 Cederbaum, Jona; Pouplier, Marianne; Hoole, Phil; Greven, Sonja 5 2016 Penalized function-on-function regression. Zbl 1317.65037 Ivanescu, Andrada E.; Staicu, Ana-Maria; Scheipl, Fabian; Greven, Sonja 42 2015 Structured functional principal component analysis. Zbl 1393.62099 Shou, Haochang; Zipunnikov, Vadim; Crainiceanu, Ciprian M.; Greven, Sonja 15 2015 The functional linear array model. Zbl 07258990 Brockhaus, Sarah; Scheipl, Fabian; Hothorn, Torsten; Greven, Sonja 10 2015 Penalized scalar-on-functions regression with interaction term. Zbl 1507.62055 Fuchs, Karen; Scheipl, Fabian; Greven, Sonja 8 2015 Functional additive mixed models. Zbl 1430.62082 Scheipl, Fabian; Staicu, Ana-Maria; Greven, Sonja 19 2014 Longitudinal high-dimensional principal components analysis with application to diffusion tensor imaging of multiple sclerosis. Zbl 1454.62190 Zipunnikov, Vadim; Greven, Sonja; Shou, Haochang; Caffo, Brian S.; Reich, Daniel S.; Crainiceanu, Ciprian M. 10 2014 A unifying approach to the estimation of the conditional Akaike information in generalized linear mixed models. Zbl 1282.62168 Saefken, Benjamin; Kneib, Thomas; van Waveren, Clara-Sophie; Greven, Sonja 9 2014 Corrected confidence bands for functional data using principal components. Zbl 1274.62776 Goldsmith, J.; Greven, S.; Crainiceanu, C. 35 2013 On likelihood ratio testing for penalized splines. Zbl 1443.62097 Greven, Sonja; Crainiceanu, Ciprian M. 1 2013 Restricted likelihood ratio testing in linear mixed models with general error covariance structure. Zbl 1271.62096 Wiencierz, Andrea; Greven, Sonja; Küchenhoff, Helmut 4 2011 An approach to the estimation of chronic air pollution effects using spatio-temporal information. Zbl 1232.62157 Greven, Sonja; Dominici, Francesca; Zeger, Scott 3 2011 On the behaviour of marginal and conditional AIC in linear mixed models. Zbl 1204.62114 Greven, Sonja; Kneib, Thomas 46 2010 Longitudinal functional principal component analysis. Zbl 1329.62334 Greven, Sonja; Crainiceanu, Ciprian; Caffo, Brian; Reich, Daniel 41 2010 Size and power of tests for a zero random effect variance or polynomial regression in additive and linear mixed models. Zbl 1452.62531 Scheipl, Fabian; Greven, Sonja; Küchenhoff, Helmut 29 2008 A parametric model for studying organism fitness using step-stress experiments. Zbl 1274.62780 Greven, Sonja; Bailer, A. John; Kupper, Lawrence L.; Muller, Keith E.; Craft, Jeremy L. 10 2004 all cited Publications top 5 cited Publications all top 5 Cited by 600 Authors 21 Greven, Sonja 16 Crăiniceanu, Ciprian-Mugur 11 Shang, Han Lin 10 Staicu, Ana-Maria 9 Scheipl, Fabian 7 Kundu, Debasis 7 Ruppert, David 6 Beyaztas, Ufuk 6 Goldsmith, Jeff 6 Zipunnikov, Vadim M. 5 Cao, Jiguo 5 Ivanescu, Andrada E. 5 Kneib, Thomas 5 Li, Yehua 5 Luo, Ruiyan 5 Morris, Jeffrey S. 5 Qi, Xin 5 Xiao, Luo 5 Zhang, Xinyu 4 Coull, Brent A. 4 Gertheiss, Jan 4 Meyer, Mark J. 4 Reimherr, Matthew L. 4 Samanta, Debashis 4 Vieu, Philippe 4 Zhang, Riquan 3 Aneiros-Pérez, Germán 3 Brockhaus, Sarah 3 Carroll, Raymond James 3 Cui, Erjia 3 Durban, Maria 3 El-Horbaty, Yahia S. 3 Hofner, Benjamin 3 Jeste, Shafali 3 Klein, Nadja 3 Küchenhoff, Helmut 3 Li, Bing 3 Li, Cai 3 Li, Zaixing 3 Liang, Hua 3 Maity, Arnab Kumar 3 Mayr, Andreas 3 Müller, Samuel 3 Pal, Ayan 3 Pu, Xiaolong 3 Reich, Daniel S. 3 Reiss, Philip T. 3 Rügamer, David 3 Şentürk, Damla 3 Stöcker, Almond 3 Sugar, Catherine A. 3 Telesca, Donatello 3 Xu, Yuhang 3 Xun, Xiaolei 3 Yan, Xingyu 3 Yu, Dalei 3 Zhou, Yingchun 3 Zhu, Hongtu 2 Alberts, Susan C. 2 Archie, Elizabeth A. 2 Backenroth, Daniel 2 Bai, Jiawei 2 Bischl, Bernd 2 Biswas, Jayabrata 2 Braun, Julia 2 Brown-Schmidt, Sarah 2 Caffo, Brian S. 2 Cederbaum, Jona 2 Centofanti, Fabio 2 Checkley, William 2 Chen, Fei 2 Chen, Huaihou 2 Chen, Jianwei 2 Cho, Sun-Joo 2 Choudhary, Pankaj K. 2 Dabo-Niang, Sophie 2 Das, Kiranmoy 2 Dette, Holger 2 Di, Chongzhi 2 DiStefano, Charlotte 2 Du, Pang 2 Eilers, Paul H. C. 2 Feng, Sanying 2 Genton, Marc G. 2 Hallin, Marc 2 Held, Leonhard 2 Hörmann, Siegfried 2 Jeon, Jeong Min 2 Kokoszka, Piotr S. 2 Kowal, Daniel R. 2 Krivobokova, Tatyana 2 Kuenzer, Thomas 2 Lang, Stefan M. 2 Lee, Dae-Jin 2 Lee, Duncan 2 Lepore, Antonio 2 Leroux, Andrew 2 Li, Fan 2 Li, Xinmin 2 Luo, Sheng ...and 500 more Authors all top 5 Cited in 65 Serials 30 Computational Statistics and Data Analysis 21 Journal of Multivariate Analysis 19 Biometrics 19 Journal of the American Statistical Association 18 Journal of Computational and Graphical Statistics 16 Statistics and Computing 12 Statistical Modelling 10 Electronic Journal of Statistics 9 The Annals of Applied Statistics 8 Communications in Statistics. Simulation and Computation 7 Test 7 Statistica Sinica 7 Journal of Applied Statistics 6 Scandinavian Journal of Statistics 5 The Annals of Statistics 5 Computational Statistics 5 Journal of Agricultural, Biological, and Environmental Statistics 4 Psychometrika 4 Journal of Statistical Planning and Inference 4 Communications in Statistics. Theory and Methods 4 Journal of Nonparametric Statistics 3 Biometrical Journal 3 Statistics & Probability Letters 3 Statistics 3 Journal of Statistical Computation and Simulation 3 Brazilian Journal of Probability and Statistics 3 Journal of Statistical Theory and Practice 3 AStA. Advances in Statistical Analysis 2 International Statistical Review 2 Journal of Econometrics 2 Journal of Time Series Analysis 2 Statistical Methodology 2 Journal of the Korean Statistical Society 2 Science China. Mathematics 1 The Canadian Journal of Statistics 1 Metrika 1 Annals of the Institute of Statistical Mathematics 1 Sequential Analysis 1 Statistical Science 1 Journal of Integral Equations and Applications 1 The Annals of Applied Probability 1 Statistical Papers 1 Bernoulli 1 Australian & New Zealand Journal of Statistics 1 Revista Matemática Complutense 1 Data Mining and Knowledge Discovery 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Acta Mathematica Sinica. English Series 1 Biostatistics 1 Scandinavian Actuarial Journal 1 Mathematical Modelling and Analysis 1 Journal of Systems Science and Complexity 1 Statistical Applications in Genetics and Molecular Biology 1 Statistical Methods and Applications 1 Frontiers of Mathematics in China 1 Advances in Data Analysis and Classification. ADAC 1 Computational & Mathematical Methods in Medicine 1 Afrika Statistika 1 Journal of Probability and Statistics 1 Sankhyā. Series A 1 Bayesian Analysis 1 Japanese Journal of Statistics and Data Science 1 Statistical Theory and Related Fields 1 La Matematica 1 Environmetrics all top 5 Cited in 13 Fields 284 Statistics (62-XX) 18 Numerical analysis (65-XX) 13 Biology and other natural sciences (92-XX) 10 Probability theory and stochastic processes (60-XX) 4 Computer science (68-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Functional analysis (46-XX) 2 General and overarching topics; collections (00-XX) 1 Operator theory (47-XX) 1 Differential geometry (53-XX) 1 Operations research, mathematical programming (90-XX) 1 Systems theory; control (93-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year