Stöcker, Almond; Steyer, Lisa; Greven, Sonja Functional additive models on manifolds of planar shapes and forms. (English) Zbl 07792641 J. Comput. Graph. Stat. 32, No. 4, 1600-1612 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Stöcker} et al., J. Comput. Graph. Stat. 32, No. 4, 1600--1612 (2023; Zbl 07792641) Full Text: DOI arXiv OA License
Steyer, Lisa; Stöcker, Almond; Greven, Sonja Elastic analysis of irregularly or sparsely sampled curves. (English) Zbl 1522.62232 Biometrics 79, No. 3, 2103-2115 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{L. Steyer} et al., Biometrics 79, No. 3, 2103--2115 (2023; Zbl 1522.62232) Full Text: DOI arXiv OA License
Stöcker, Almond; Brockhaus, Sarah; Schaffer, Sophia Anna; von Bronk, Benedikt; Opitz, Madeleine; Greven, Sonja Boosting functional response models for location, scale and shape with an application to bacterial competition. (English) Zbl 07506786 Stat. Model. 21, No. 5, 385-404 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Stöcker} et al., Stat. Model. 21, No. 5, 385--404 (2021; Zbl 07506786) Full Text: DOI arXiv
Happ, Clara; Greven, Sonja Multivariate functional principal component analysis for data observed on different (dimensional) domains. (English) Zbl 1398.62154 J. Am. Stat. Assoc. 113, No. 522, 649-659 (2018). MSC: 62H25 62H35 62P10 PDFBibTeX XMLCite \textit{C. Happ} and \textit{S. Greven}, J. Am. Stat. Assoc. 113, No. 522, 649--659 (2018; Zbl 1398.62154) Full Text: DOI arXiv
Cederbaum, Jona; Scheipl, Fabian; Greven, Sonja Fast symmetric additive covariance smoothing. (English) Zbl 1469.62031 Comput. Stat. Data Anal. 120, 25-41 (2018). MSC: 62-08 62H25 62R10 PDFBibTeX XMLCite \textit{J. Cederbaum} et al., Comput. Stat. Data Anal. 120, 25--41 (2018; Zbl 1469.62031) Full Text: DOI arXiv
Greven, Sonja; Scheipl, Fabian A general framework for functional regression modelling. (English) Zbl 07289474 Stat. Model. 17, No. 1-2, 1-35 (2017). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Greven} and \textit{F. Scheipl}, Stat. Model. 17, No. 1--2, 1--35 (2017; Zbl 07289474) Full Text: DOI
Brockhaus, Sarah; Melcher, Michael; Leisch, Friedrich; Greven, Sonja Boosting flexible functional regression models with a high number of functional historical effects. (English) Zbl 1384.62131 Stat. Comput. 27, No. 4, 913-926 (2017). MSC: 62G08 62P10 62J12 PDFBibTeX XMLCite \textit{S. Brockhaus} et al., Stat. Comput. 27, No. 4, 913--926 (2017; Zbl 1384.62131) Full Text: DOI
Cederbaum, Jona; Pouplier, Marianne; Hoole, Phil; Greven, Sonja Functional linear mixed models for irregularly or sparsely sampled data. (English) Zbl 07259010 Stat. Model. 16, No. 1, 67-88 (2016). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Cederbaum} et al., Stat. Model. 16, No. 1, 67--88 (2016; Zbl 07259010) Full Text: DOI arXiv
Scheipl, Fabian; Greven, Sonja Identifiability in penalized function-on-function regression models. (English) Zbl 1332.62249 Electron. J. Stat. 10, No. 1, 495-526 (2016). MSC: 62J07 62J20 PDFBibTeX XMLCite \textit{F. Scheipl} and \textit{S. Greven}, Electron. J. Stat. 10, No. 1, 495--526 (2016; Zbl 1332.62249) Full Text: DOI arXiv Euclid
Brockhaus, Sarah; Scheipl, Fabian; Hothorn, Torsten; Greven, Sonja The functional linear array model. (English) Zbl 07258990 Stat. Model. 15, No. 3, 279-300 (2015). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Brockhaus} et al., Stat. Model. 15, No. 3, 279--300 (2015; Zbl 07258990) Full Text: DOI
Fuchs, Karen; Scheipl, Fabian; Greven, Sonja Penalized scalar-on-functions regression with interaction term. (English) Zbl 1507.62055 Comput. Stat. Data Anal. 81, 38-51 (2015). MSC: 62-08 62G08 62J12 62R10 PDFBibTeX XMLCite \textit{K. Fuchs} et al., Comput. Stat. Data Anal. 81, 38--51 (2015; Zbl 1507.62055) Full Text: DOI
Shou, Haochang; Zipunnikov, Vadim; Crainiceanu, Ciprian M.; Greven, Sonja Structured functional principal component analysis. (English) Zbl 1393.62099 Biometrics 71, No. 1, 247-257 (2015). MSC: 62P10 62H25 62G08 PDFBibTeX XMLCite \textit{H. Shou} et al., Biometrics 71, No. 1, 247--257 (2015; Zbl 1393.62099) Full Text: DOI arXiv
Ivanescu, Andrada E.; Staicu, Ana-Maria; Scheipl, Fabian; Greven, Sonja Penalized function-on-function regression. (English) Zbl 1317.65037 Comput. Stat. 30, No. 2, 539-568 (2015). MSC: 62-08 62G08 62H25 PDFBibTeX XMLCite \textit{A. E. Ivanescu} et al., Comput. Stat. 30, No. 2, 539--568 (2015; Zbl 1317.65037) Full Text: DOI Link
Goldsmith, J.; Greven, S.; Crainiceanu, C. Corrected confidence bands for functional data using principal components. (English) Zbl 1274.62776 Biometrics 69, No. 1, 41-51 (2013). MSC: 62P10 PDFBibTeX XMLCite \textit{J. Goldsmith} et al., Biometrics 69, No. 1, 41--51 (2013; Zbl 1274.62776) Full Text: DOI Link
Greven, Sonja; Crainiceanu, Ciprian; Caffo, Brian; Reich, Daniel Longitudinal functional principal component analysis. (English) Zbl 1329.62334 Electron. J. Stat. 4, 1022-1054 (2010). MSC: 62J12 62H25 62G05 62P10 PDFBibTeX XMLCite \textit{S. Greven} et al., Electron. J. Stat. 4, 1022--1054 (2010; Zbl 1329.62334) Full Text: DOI Euclid