Edit Profile (opens in new tab) Greven, Sonja Compute Distance To: Compute Author ID: greven.sonja Published as: Greven, Sonja; Greven, S. External Links: MGP Documents Indexed: 31 Publications since 2004, including 1 Book Co-Authors: 44 Co-Authors with 30 Joint Publications 548 Co-Co-Authors all top 5 Co-Authors 1 single-authored 11 Scheipl, Fabian 5 Crăiniceanu, Ciprian-Mugur 3 Brockhaus, Sarah 3 Rügamer, David 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 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 Stöcker, Almond 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 Computational Statistics and Data Analysis 3 Biometrics 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 Fields 31 Statistics (62-XX) 3 Numerical analysis (65-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 25 Publications have been cited 312 times in 211 Documents Cited by ▼ Year ▼ On the behaviour of marginal and conditional AIC in linear mixed models. Zbl 1204.62114Greven, Sonja; Kneib, Thomas 40 2010 Longitudinal functional principal component analysis. Zbl 1329.62334Greven, Sonja; Crainiceanu, Ciprian; Caffo, Brian; Reich, Daniel 36 2010 Penalized function-on-function regression. Zbl 1317.65037Ivanescu, Andrada E.; Staicu, Ana-Maria; Scheipl, Fabian; Greven, Sonja 35 2015 Size and power of tests for a zero random effect variance or polynomial regression in additive and linear mixed models. Zbl 1452.62531Scheipl, Fabian; Greven, Sonja; Küchenhoff, Helmut 28 2008 Corrected confidence bands for functional data using principal components. Zbl 1274.62776Goldsmith, J.; Greven, S.; Crainiceanu, C. 28 2013 Multivariate functional principal component analysis for data observed on different (dimensional) domains. Zbl 1398.62154Happ, Clara; Greven, Sonja 20 2018 Functional additive mixed models. Zbl 1430.62082Scheipl, Fabian; Staicu, Ana-Maria; Greven, Sonja 15 2014 Generalized functional additive mixed models. Zbl 1341.62242Scheipl, Fabian; Gertheiss, Jan; Greven, Sonja 14 2016 Identifiability in penalized function-on-function regression models. Zbl 1332.62249Scheipl, Fabian; Greven, Sonja 13 2016 Structured functional principal component analysis. Zbl 1393.62099Shou, Haochang; Zipunnikov, Vadim; Crainiceanu, Ciprian M.; Greven, Sonja 12 2015 A general framework for functional regression modelling. Zbl 07289474Greven, Sonja; Scheipl, Fabian 10 2017 Penalized scalar-on-functions regression with interaction term. Zbl 06984094Fuchs, Karen; Scheipl, Fabian; Greven, Sonja 8 2015 Longitudinal high-dimensional principal components analysis with application to diffusion tensor imaging of multiple sclerosis. Zbl 1454.62190Zipunnikov, Vadim; Greven, Sonja; Shou, Haochang; Caffo, Brian S.; Reich, Daniel S.; Crainiceanu, Ciprian M. 8 2014 Boosting flexible functional regression models with a high number of functional historical effects. Zbl 1384.62131Brockhaus, Sarah; Melcher, Michael; Leisch, Friedrich; Greven, Sonja 8 2017 A parametric model for studying organism fitness using step-stress experiments. Zbl 1274.62780Greven, Sonja; Bailer, A. John; Kupper, Lawrence L.; Muller, Keith E.; Craft, Jeremy L. 7 2004 A unifying approach to the estimation of the conditional Akaike information in generalized linear mixed models. Zbl 1282.62168Saefken, Benjamin; Kneib, Thomas; van Waveren, Clara-Sophie; Greven, Sonja 6 2014 The functional linear array model. Zbl 07258990Brockhaus, Sarah; Scheipl, Fabian; Hothorn, Torsten; Greven, Sonja 4 2015 Selective inference after likelihood- or test-based model selection in linear models. Zbl 1463.62205Rügamer, David; Greven, Sonja 4 2018 Restricted likelihood ratio testing in linear mixed models with general error covariance structure. Zbl 1271.62096Wiencierz, Andrea; Greven, Sonja; Küchenhoff, Helmut 4 2011 Functional linear mixed models for irregularly or sparsely sampled data. Zbl 07259010Cederbaum, Jona; Pouplier, Marianne; Hoole, Phil; Greven, Sonja 3 2016 Inference for \(L_2\)-boosting. Zbl 1436.62332Rügamer, David; Greven, Sonja 2 2020 Fast symmetric additive covariance smoothing. Zbl 1469.62031Cederbaum, Jona; Scheipl, Fabian; Greven, Sonja 2 2018 Flexible Bayesian additive joint models with an application to type 1 diabetes research. Zbl 1379.62073Köhler, Meike; Umlauf, Nikolaus; Beyerlein, Andreas; Winkler, Christiane; Ziegler, Anette-Gabriele; Greven, Sonja 2 2017 An approach to the estimation of chronic air pollution effects using spatio-temporal information. Zbl 1232.62157Greven, Sonja; Dominici, Francesca; Zeger, Scott 2 2011 On likelihood ratio testing for penalized splines. Zbl 1443.62097Greven, Sonja; Crainiceanu, Ciprian M. 1 2013 Inference for \(L_2\)-boosting. Zbl 1436.62332Rügamer, David; Greven, Sonja 2 2020 Multivariate functional principal component analysis for data observed on different (dimensional) domains. Zbl 1398.62154Happ, Clara; Greven, Sonja 20 2018 Selective inference after likelihood- or test-based model selection in linear models. Zbl 1463.62205Rügamer, David; Greven, Sonja 4 2018 Fast symmetric additive covariance smoothing. Zbl 1469.62031Cederbaum, Jona; Scheipl, Fabian; Greven, Sonja 2 2018 A general framework for functional regression modelling. Zbl 07289474Greven, Sonja; Scheipl, Fabian 10 2017 Boosting flexible functional regression models with a high number of functional historical effects. Zbl 1384.62131Brockhaus, Sarah; Melcher, Michael; Leisch, Friedrich; Greven, Sonja 8 2017 Flexible Bayesian additive joint models with an application to type 1 diabetes research. Zbl 1379.62073Köhler, Meike; Umlauf, Nikolaus; Beyerlein, Andreas; Winkler, Christiane; Ziegler, Anette-Gabriele; Greven, Sonja 2 2017 Generalized functional additive mixed models. Zbl 1341.62242Scheipl, Fabian; Gertheiss, Jan; Greven, Sonja 14 2016 Identifiability in penalized function-on-function regression models. Zbl 1332.62249Scheipl, Fabian; Greven, Sonja 13 2016 Functional linear mixed models for irregularly or sparsely sampled data. Zbl 07259010Cederbaum, Jona; Pouplier, Marianne; Hoole, Phil; Greven, Sonja 3 2016 Penalized function-on-function regression. Zbl 1317.65037Ivanescu, Andrada E.; Staicu, Ana-Maria; Scheipl, Fabian; Greven, Sonja 35 2015 Structured functional principal component analysis. Zbl 1393.62099Shou, Haochang; Zipunnikov, Vadim; Crainiceanu, Ciprian M.; Greven, Sonja 12 2015 Penalized scalar-on-functions regression with interaction term. Zbl 06984094Fuchs, Karen; Scheipl, Fabian; Greven, Sonja 8 2015 The functional linear array model. Zbl 07258990Brockhaus, Sarah; Scheipl, Fabian; Hothorn, Torsten; Greven, Sonja 4 2015 Functional additive mixed models. Zbl 1430.62082Scheipl, Fabian; Staicu, Ana-Maria; Greven, Sonja 15 2014 Longitudinal high-dimensional principal components analysis with application to diffusion tensor imaging of multiple sclerosis. Zbl 1454.62190Zipunnikov, Vadim; Greven, Sonja; Shou, Haochang; Caffo, Brian S.; Reich, Daniel S.; Crainiceanu, Ciprian M. 8 2014 A unifying approach to the estimation of the conditional Akaike information in generalized linear mixed models. Zbl 1282.62168Saefken, Benjamin; Kneib, Thomas; van Waveren, Clara-Sophie; Greven, Sonja 6 2014 Corrected confidence bands for functional data using principal components. Zbl 1274.62776Goldsmith, J.; Greven, S.; Crainiceanu, C. 28 2013 On likelihood ratio testing for penalized splines. Zbl 1443.62097Greven, Sonja; Crainiceanu, Ciprian M. 1 2013 Restricted likelihood ratio testing in linear mixed models with general error covariance structure. Zbl 1271.62096Wiencierz, Andrea; Greven, Sonja; Küchenhoff, Helmut 4 2011 An approach to the estimation of chronic air pollution effects using spatio-temporal information. Zbl 1232.62157Greven, Sonja; Dominici, Francesca; Zeger, Scott 2 2011 On the behaviour of marginal and conditional AIC in linear mixed models. Zbl 1204.62114Greven, Sonja; Kneib, Thomas 40 2010 Longitudinal functional principal component analysis. Zbl 1329.62334Greven, Sonja; Crainiceanu, Ciprian; Caffo, Brian; Reich, Daniel 36 2010 Size and power of tests for a zero random effect variance or polynomial regression in additive and linear mixed models. Zbl 1452.62531Scheipl, Fabian; Greven, Sonja; Küchenhoff, Helmut 28 2008 A parametric model for studying organism fitness using step-stress experiments. Zbl 1274.62780Greven, Sonja; Bailer, A. John; Kupper, Lawrence L.; Muller, Keith E.; Craft, Jeremy L. 7 2004 all cited Publications top 5 cited Publications all top 5 Cited by 437 Authors 19 Greven, Sonja 15 Crăiniceanu, Ciprian-Mugur 9 Scheipl, Fabian 9 Shang, Han Lin 9 Staicu, Ana-Maria 7 Ruppert, David 6 Beyaztas, Ufuk 6 Kundu, Debasis 6 Zipunnikov, Vadim M. 5 Cao, Jiguo 5 Ivanescu, Andrada E. 5 Morris, Jeffrey S. 5 Zhang, Xinyu 4 Coull, Brent A. 4 Gertheiss, Jan 4 Goldsmith, Jeff 4 Li, Yehua 4 Meyer, Mark J. 3 Brockhaus, Sarah 3 Carroll, Raymond James 3 El-Horbaty, Yahia S. 3 Hofner, Benjamin 3 Kneib, Thomas 3 Küchenhoff, Helmut 3 Li, Zaixing 3 Liang, Hua 3 Luo, Ruiyan 3 Maity, Arnab Kumar 3 Müller, Samuel 3 Pu, Xiaolong 3 Qi, Xin 3 Reich, Daniel S. 3 Samanta, Debashis 3 Xiao, Luo 3 Yan, Xingyu 3 Yu, Dalei 3 Zhou, Yingchun 3 Zhu, Hongtu 2 Bai, Jiawei 2 Biswas, Jayabrata 2 Braun, Julia 2 Brown-Schmidt, Sarah 2 Caffo, Brian S. 2 Cederbaum, Jona 2 Checkley, William 2 Chen, Fei 2 Chen, Huaihou 2 Cho, Sun-Joo 2 Choudhary, Pankaj K. 2 Cui, Erjia 2 Das, Kiranmoy 2 Durban, Maria 2 Feng, Sanying 2 Genton, Marc G. 2 Held, Leonhard 2 Jeon, Jeong Min 2 Jeste, Shafali 2 Kowal, Daniel R. 2 Leroux, Andrew 2 Li, Xinmin 2 Mayr, Andreas 2 Mitra, Sharmishtha 2 Pal, Ayan 2 Park, Byeong Uk 2 Patilea, Valentin 2 Rabinowicz, Assaf 2 Rathnayake, Lasitha N. 2 Reimherr, Matthew L. 2 Reiss, Philip T. 2 Rosset, Saharon 2 Rügamer, David 2 Säfken, Benjamin 2 Şentürk, Damla 2 Shou, Haochang 2 Song, Jun 2 Sugar, Catherine A. 2 Telesca, Donatello 2 Wang, Jiangyan 2 Wang, Qihua 2 Wang, Yuanjia 2 Welsh, Alan H. 2 Wood, Simon N. 2 Xu, Meng 2 Xu, Yuhang 2 Xun, Xiaolei 2 Yang, Lijian 2 Yao, Fang 2 Yau, Kelvin K. W. 2 Zhang, Qingzhao 2 Zhang, Riquan 2 Zhang, Xiaoke 2 Zhu, Lixing 2 Zou, Guohua 1 Abdel-Salam, Abdel-Salam G. 1 Aguilera-Morillo, M. Carmen 1 Ahamed, Ashraf 1 Ahn, Kyungmin 1 Alberts, Susan C. 1 Alin, Aylin 1 Andrade-Bejarano, Mercedes ...and 337 more Authors all top 5 Cited in 50 Serials 28 Computational Statistics and Data Analysis 17 Journal of Multivariate Analysis 13 Journal of the American Statistical Association 12 Statistical Modelling 11 Biometrics 11 Journal of Computational and Graphical Statistics 10 Statistics and Computing 8 Communications in Statistics. Simulation and Computation 8 The Annals of Applied Statistics 7 Electronic Journal of Statistics 5 Scandinavian Journal of Statistics 5 The Annals of Statistics 5 Test 5 Statistica Sinica 4 Journal of Statistical Planning and Inference 4 Journal of Applied Statistics 4 Journal of Agricultural, Biological, and Environmental Statistics 3 Statistics 3 Computational Statistics 3 Journal of Statistical Computation and Simulation 3 Brazilian Journal of Probability and Statistics 3 AStA. Advances in Statistical Analysis 2 Psychometrika 2 Biometrical Journal 2 Journal of Econometrics 2 Statistics & Probability Letters 2 Communications in Statistics. Theory and Methods 2 Statistical Methodology 2 Journal of the Korean Statistical Society 2 Journal of Statistical Theory and Practice 2 Science China. Mathematics 1 Metrika 1 Annals of the Institute of Statistical Mathematics 1 Statistical Science 1 Statistical Papers 1 Journal of Nonparametric Statistics 1 Australian & New Zealand Journal of Statistics 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 Mathematical Modelling and Analysis 1 Journal of Systems Science and Complexity 1 Statistical Applications in Genetics and Molecular Biology 1 Frontiers of Mathematics in China 1 Computational & Mathematical Methods in Medicine 1 Journal of Probability and Statistics 1 Bayesian Analysis 1 Japanese Journal of Statistics and Data Science 1 Statistical Theory and Related Fields all top 5 Cited in 9 Fields 210 Statistics (62-XX) 17 Numerical analysis (65-XX) 11 Biology and other natural sciences (92-XX) 6 Probability theory and stochastic processes (60-XX) 3 Computer science (68-XX) 2 Functional analysis (46-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Operator theory (47-XX) 1 Operations research, mathematical programming (90-XX) Citations by Year