Cui, Erjia; Li, Ruonan; Crainiceanu, Ciprian M.; Xiao, Luo Fast multilevel functional principal component analysis. (English) Zbl 07747444 J. Comput. Graph. Stat. 32, No. 2, 366-377 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{E. Cui} et al., J. Comput. Graph. Stat. 32, No. 2, 366--377 (2023; Zbl 07747444) Full Text: DOI
Huo, Shuning; Morris, Jeffrey S.; Zhu, Hongxiao Ultra-fast approximate inference using variational functional mixed models. (English) Zbl 07747443 J. Comput. Graph. Stat. 32, No. 2, 353-365 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Huo} et al., J. Comput. Graph. Stat. 32, No. 2, 353--365 (2023; Zbl 07747443) Full Text: DOI
Roy, Arkaprava; Reich, Brian J.; Guinness, Joseph; Shinohara, Russell T.; Staicu, Ana-Maria Spatial shrinkage via the product independent Gaussian process prior. (English) Zbl 07499937 J. Comput. Graph. Stat. 30, No. 4, 1068-1080 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Roy} et al., J. Comput. Graph. Stat. 30, No. 4, 1068--1080 (2021; Zbl 07499937) Full Text: DOI arXiv
Martínez-Hernández, Israel; Genton, Marc G. Recent developments in complex and spatially correlated functional data. (English) Zbl 07232926 Braz. J. Probab. Stat. 34, No. 2, 204-229 (2020). MSC: 65Dxx 41Axx PDFBibTeX XMLCite \textit{I. Martínez-Hernández} and \textit{M. G. Genton}, Braz. J. Probab. Stat. 34, No. 2, 204--229 (2020; Zbl 07232926) Full Text: DOI arXiv Euclid
Yang, Hojin Random distributional response model based on spline method. (English) Zbl 1437.62158 J. Stat. Plann. Inference 207, 27-44 (2020). MSC: 62G08 62H25 62P12 65D07 PDFBibTeX XMLCite \textit{H. Yang}, J. Stat. Plann. Inference 207, 27--44 (2020; Zbl 1437.62158) Full Text: DOI
Hargreaves, Jessica K.; Knight, Marina I.; Pitchford, Jon W.; Oakenfull, Rachael J.; Chawla, Sangeeta; Munns, Jack; Davis, Seth J. Wavelet spectral testing: application to nonstationary circadian rhythms. (English) Zbl 1433.62304 Ann. Appl. Stat. 13, No. 3, 1817-1846 (2019). MSC: 62P10 42C40 62M15 62-08 62M10 92B25 PDFBibTeX XMLCite \textit{J. K. Hargreaves} et al., Ann. Appl. Stat. 13, No. 3, 1817--1846 (2019; Zbl 1433.62304) Full Text: DOI arXiv Euclid
Lee, Wonyul; Miranda, Michelle F.; Rausch, Philip; Baladandayuthapani, Veerabhadran; Fazio, Massimo; Downs, J. Crawford; Morris, Jeffrey S. Bayesian semiparametric functional mixed models for serially correlated functional data, with application to glaucoma data. (English) Zbl 1420.62456 J. Am. Stat. Assoc. 114, No. 526, 495-513 (2019). MSC: 62P10 62J05 62J07 62G08 PDFBibTeX XMLCite \textit{W. Lee} et al., J. Am. Stat. Assoc. 114, No. 526, 495--513 (2019; Zbl 1420.62456) Full Text: DOI arXiv Link
Ivanescu, Andrada E. Function-on-function regression for two-dimensional functional data. (English) Zbl 07550158 Commun. Stat., Simulation Comput. 47, No. 9, 2656-2669 (2018). MSC: 62-07 62J05 PDFBibTeX XMLCite \textit{A. E. Ivanescu}, Commun. Stat., Simulation Comput. 47, No. 9, 2656--2669 (2018; Zbl 07550158) Full Text: DOI
Morris, Jeffrey S. Comparison and contrast of two general functional regression modelling frameworks. (English) Zbl 07289478 Stat. Model. 17, No. 1-2, 59-85 (2017). MSC: 62-XX PDFBibTeX XMLCite \textit{J. S. Morris}, Stat. Model. 17, No. 1--2, 59--85 (2017; Zbl 07289478) Full Text: DOI
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
Reiss, Philip T.; Huo, Lan; Zhao, Yihong; Kelly, Clare; Ogden, R. Todd Wavelet-domain regression and predictive inference in psychiatric neuroimaging. (English) Zbl 1454.62386 Ann. Appl. Stat. 9, No. 2, 1076-1101 (2015). MSC: 62P10 62G08 62H25 PDFBibTeX XMLCite \textit{P. T. Reiss} et al., Ann. Appl. Stat. 9, No. 2, 1076--1101 (2015; Zbl 1454.62386) Full Text: DOI arXiv Euclid
Zipunnikov, Vadim; Greven, Sonja; Shou, Haochang; Caffo, Brian S.; Reich, Daniel S.; Crainiceanu, Ciprian M. Longitudinal high-dimensional principal components analysis with application to diffusion tensor imaging of multiple sclerosis. (English) Zbl 1454.62190 Ann. Appl. Stat. 8, No. 4, 2175-2202 (2014). MSC: 62H25 62P10 PDFBibTeX XMLCite \textit{V. Zipunnikov} et al., Ann. Appl. Stat. 8, No. 4, 2175--2202 (2014; Zbl 1454.62190) Full Text: DOI arXiv Euclid
Yang, Wen-Hsi; Wikle, Christopher K.; Holan, Scott H.; Wildhaber, Mark L. Ecological prediction with nonlinear multivariate time-frequency functional data models. (English) Zbl 1303.62101 J. Agric. Biol. Environ. Stat. 18, No. 3, 450-474 (2013). MSC: 62P12 62F15 PDFBibTeX XMLCite \textit{W.-H. Yang} et al., J. Agric. Biol. Environ. Stat. 18, No. 3, 450--474 (2013; Zbl 1303.62101) Full Text: DOI
Martinez, Josue G.; Bohn, Kirsten M.; Carroll, Raymond J.; Morris, Jeffrey S. A study of Mexican free-tailed bat chirp syllables: Bayesian functional mixed models for nonstationary acoustic time series. (English) Zbl 06195957 J. Am. Stat. Assoc. 108, No. 502, 514-526 (2013). MSC: 62-XX PDFBibTeX XMLCite \textit{J. G. Martinez} et al., J. Am. Stat. Assoc. 108, No. 502, 514--526 (2013; Zbl 06195957) Full Text: DOI Link
Holan, Scott H.; Yang, Wen-Hsi; Matteson, David S.; Wikle, Christopher K. An approach for identifying and predicting economic recessions in real-time using time-frequency functional models. (English) Zbl 1286.91106 Appl. Stoch. Models Bus. Ind. 28, No. 6, 485-499 (2012). MSC: 91B82 62P20 62M10 PDFBibTeX XMLCite \textit{S. H. Holan} et al., Appl. Stoch. Models Bus. Ind. 28, No. 6, 485--499 (2012; Zbl 1286.91106) Full Text: DOI
Kokoszka, Piotr Dependent functional data. (English) Zbl 06169714 ISRN Probab. Stat. 2012, Article ID 958254, 30 p. (2012). MSC: 62-XX 91-XX 92-XX PDFBibTeX XMLCite \textit{P. Kokoszka}, ISRN Probab. Stat. 2012, Article ID 958254, 30 p. (2012; Zbl 06169714) Full Text: DOI
Zhu, Hongxiao; Brown, Philip J.; Morris, Jeffrey S. Robust classification of functional and quantitative image data using functional mixed models. (English) Zbl 1259.62056 Biometrics 68, No. 4, 1260-1268 (2012). MSC: 62H30 62F15 42C40 62H20 62P10 PDFBibTeX XMLCite \textit{H. Zhu} et al., Biometrics 68, No. 4, 1260--1268 (2012; Zbl 1259.62056) Full Text: DOI Link
Aston, John A. D.; Kirch, Claudia Evaluating stationarity via change-point alternatives with applications to fMRI data. (English) Zbl 1257.62072 Ann. Appl. Stat. 6, No. 4, 1906-1948 (2012). MSC: 62H35 92C55 92C20 62M10 PDFBibTeX XMLCite \textit{J. A. D. Aston} and \textit{C. Kirch}, Ann. Appl. Stat. 6, No. 4, 1906--1948 (2012; Zbl 1257.62072) Full Text: DOI arXiv Euclid