Qiu, Zhiping; Fan, Jiangyuan; Zhang, Jin-Ting; Chen, Jianwei Tests for equality of several covariance matrix functions for multivariate functional data. (English) Zbl 07783452 J. Multivariate Anal. 199, Article ID 105243, 14 p. (2024). MSC: 62Hxx 62H12 62F12 PDFBibTeX XMLCite \textit{Z. Qiu} et al., J. Multivariate Anal. 199, Article ID 105243, 14 p. (2024; Zbl 07783452) Full Text: DOI
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
Du, Xiuli; Jiang, Xiaohu; Lin, Jinguan Multinomial logistic factor regression for multi-source functional block-wise missing data. (English) Zbl 1522.62303 Psychometrika 88, No. 3, 975-1001 (2023). MSC: 62P15 62J12 62H25 PDFBibTeX XMLCite \textit{X. Du} et al., Psychometrika 88, No. 3, 975--1001 (2023; Zbl 1522.62303) Full Text: DOI
Tavakoli, Shahin; Nisol, Gilles; Hallin, Marc Factor models for high-dimensional functional time series. II: Estimation and forecasting. (English) Zbl 07731496 J. Time Ser. Anal. 44, No. 5-6, 601-621 (2023). MSC: 62Mxx 62M10 62H25 60G10 62P05 PDFBibTeX XMLCite \textit{S. Tavakoli} et al., J. Time Ser. Anal. 44, No. 5--6, 601--621 (2023; Zbl 07731496) Full Text: DOI
Agonkoui, Christelle Judith; Moussa, Freedath Djibril; Dabo-Niang, Sophie Multivariate functional principal component analysis for endogenously stratified data. (English. French summary) Zbl 07784620 Afr. Stat. 17, No. 4, 3321-3366 (2022). MSC: 62D05 62H99 62P10 PDFBibTeX XMLCite \textit{C. J. Agonkoui} et al., Afr. Stat. 17, No. 4, 3321--3366 (2022; Zbl 07784620) Full Text: DOI Link
Dubey, Paromita; Müller, Hans-Georg Modeling time-varying random objects and dynamic networks. (English) Zbl 1515.62138 J. Am. Stat. Assoc. 117, No. 540, 2252-2267 (2022); correction ibid. 118, No. 541, 778 (2023). MSC: 62R10 62-08 PDFBibTeX XMLCite \textit{P. Dubey} and \textit{H.-G. Müller}, J. Am. Stat. Assoc. 117, No. 540, 2252--2267 (2022; Zbl 1515.62138) Full Text: DOI arXiv
de Silva, Galappaththige S. R.; Rathnayake, Lasitha N.; Choudhary, Pankaj K. Modeling and analysis of functional method comparison data. (English) Zbl 07632268 Commun. Stat., Simulation Comput. 51, No. 12, 7298-7318 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{G. S. R. de Silva} et al., Commun. Stat., Simulation Comput. 51, No. 12, 7298--7318 (2022; Zbl 07632268) Full Text: DOI
Hu, Xiaoyu; Yao, Fang Sparse functional principal component analysis in high dimensions. (English) Zbl 07601223 Stat. Sin. 32, No. 4, 1939-1960 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Hu} and \textit{F. Yao}, Stat. Sin. 32, No. 4, 1939--1960 (2022; Zbl 07601223) Full Text: DOI arXiv
Zhu, Tianming; Zhang, Jin-Ting; Cheng, Ming-Yen One-way MANOVA for functional data via Lawley-Hotelling trace test. (English) Zbl 1520.62098 J. Multivariate Anal. 192, Article ID 105095, 20 p. (2022). MSC: 62J10 62H15 62R10 PDFBibTeX XMLCite \textit{T. Zhu} et al., J. Multivariate Anal. 192, Article ID 105095, 20 p. (2022; Zbl 1520.62098) Full Text: DOI
Guevara G, Rubén Darío; Alejandra López, Tania Process capability vector for multivariate nonlinear profiles. (English) Zbl 07498036 J. Stat. Comput. Simulation 92, No. 6, 1292-1321 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{R. D. Guevara G} and \textit{T. Alejandra López}, J. Stat. Comput. Simulation 92, No. 6, 1292--1321 (2022; Zbl 07498036) Full Text: DOI
Qiu, Zhiping; Chen, Jianwei; Zhang, Jin-Ting Two-sample tests for multivariate functional data with applications. (English) Zbl 1510.62211 Comput. Stat. Data Anal. 157, Article ID 107160, 14 p. (2021). MSC: 62G10 62H15 62H25 62G20 62R10 PDFBibTeX XMLCite \textit{Z. Qiu} et al., Comput. Stat. Data Anal. 157, Article ID 107160, 14 p. (2021; Zbl 1510.62211) Full Text: DOI
Kinson, Christopher; Tang, Xiwei; Zuo, Zhen; Qu, Annie Longitudinal principal component analysis with an application to marketing data. (English) Zbl 07499260 J. Comput. Graph. Stat. 29, No. 2, 335-350 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{C. Kinson} et al., J. Comput. Graph. Stat. 29, No. 2, 335--350 (2020; Zbl 07499260) Full Text: DOI
Schmutz, Amandine; Jacques, Julien; Bouveyron, Charles; Chèze, Laurence; Martin, Pauline Clustering multivariate functional data in group-specific functional subspaces. (English) Zbl 1505.62360 Comput. Stat. 35, No. 3, 1101-1131 (2020). MSC: 62-08 62H30 62H25 62R10 PDFBibTeX XMLCite \textit{A. Schmutz} et al., Comput. Stat. 35, No. 3, 1101--1131 (2020; Zbl 1505.62360) Full Text: DOI Link
Ieva, Francesca; Paganoni, Anna Maria Component-wise outlier detection methods for robustifying multivariate functional samples. (English) Zbl 1435.62194 Stat. Pap. 61, No. 2, 595-614 (2020). MSC: 62H12 62G32 62R10 62H30 PDFBibTeX XMLCite \textit{F. Ieva} and \textit{A. M. Paganoni}, Stat. Pap. 61, No. 2, 595--614 (2020; Zbl 1435.62194) Full Text: DOI
Virta, Joni; Li, Bing; Nordhausen, Klaus; Oja, Hannu Independent component analysis for multivariate functional data. (English) Zbl 1436.62232 J. Multivariate Anal. 176, Article ID 104568, 19 p. (2020). MSC: 62H25 62R10 PDFBibTeX XMLCite \textit{J. Virta} et al., J. Multivariate Anal. 176, Article ID 104568, 19 p. (2020; Zbl 1436.62232) Full Text: DOI arXiv
Blanquero, Rafael; Carrizosa, Emilio; Jiménez-Cordero, Asunción; Martín-Barragán, Belén Variable selection in classification for multivariate functional data. (English) Zbl 1443.62179 Inf. Sci. 481, 445-462 (2019). MSC: 62H30 90C26 PDFBibTeX XMLCite \textit{R. Blanquero} et al., Inf. Sci. 481, 445--462 (2019; Zbl 1443.62179) Full Text: DOI Link
Gao, Yuan; Shang, Han Lin; Yang, Yanrong High-dimensional functional time series forecasting: an application to age-specific mortality rates. (English) Zbl 1415.62093 J. Multivariate Anal. 170, 232-243 (2019). MSC: 62P10 62M10 62M20 62P25 62N05 62H25 PDFBibTeX XMLCite \textit{Y. Gao} et al., J. Multivariate Anal. 170, 232--243 (2019; Zbl 1415.62093) Full Text: DOI arXiv
Jiang, Qing; Hušková, Marie; Meintanis, Simos G.; Zhu, Lixing Asymptotics, finite-sample comparisons and applications for two-sample tests with functional data. (English) Zbl 1415.62037 J. Multivariate Anal. 170, 202-220 (2019). MSC: 62H15 62G10 62G20 PDFBibTeX XMLCite \textit{Q. Jiang} et al., J. Multivariate Anal. 170, 202--220 (2019; Zbl 1415.62037) Full Text: DOI
Rousseeuw, Peter J.; Raymaekers, Jakob; Hubert, Mia A measure of directional outlyingness with applications to image data and video. (English) Zbl 07498952 J. Comput. Graph. Stat. 27, No. 2, 345-359 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{P. J. Rousseeuw} et al., J. Comput. Graph. Stat. 27, No. 2, 345--359 (2018; Zbl 07498952) Full Text: DOI
Liu, Ruiping; Wang, Huiwen; Wang, Shanshan Functional variable selection via Gram-Schmidt orthogonalization for multiple functional linear regression. (English) Zbl 07192734 J. Stat. Comput. Simulation 88, No. 18, 3664-3680 (2018). MSC: 62J99 62G05 PDFBibTeX XMLCite \textit{R. Liu} et al., J. Stat. Comput. Simulation 88, No. 18, 3664--3680 (2018; Zbl 07192734) Full Text: DOI
Giraldo, Ramón; Caballero, William; Camacho-Tamayo, Jesús Mantel test for spatial functional data. An application to infiltration curves. (English) Zbl 1421.62121 AStA, Adv. Stat. Anal. 102, No. 1, 21-39 (2018). MSC: 62M10 62H20 62P30 86A32 PDFBibTeX XMLCite \textit{R. Giraldo} et al., AStA, Adv. Stat. Anal. 102, No. 1, 21--39 (2018; Zbl 1421.62121) Full Text: DOI
Justel, Ana; Svarc, Marcela A divisive clustering method for functional data with special consideration of outliers. (English) Zbl 1416.62343 Adv. Data Anal. Classif., ADAC 12, No. 3, 637-656 (2018). MSC: 62H30 PDFBibTeX XMLCite \textit{A. Justel} and \textit{M. Svarc}, Adv. Data Anal. Classif., ADAC 12, No. 3, 637--656 (2018; Zbl 1416.62343) Full Text: DOI
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
Górecki, Tomasz; Krzyśko, Mirosław; Waszak, Łukasz; Wołyński, Waldemar Selected statistical methods of data analysis for multivariate functional data. (English) Zbl 1392.62173 Stat. Pap. 59, No. 1, 153-182 (2018). Reviewer: Fabrizio Durante (Lecce) MSC: 62H25 62H30 62P20 91B84 PDFBibTeX XMLCite \textit{T. Górecki} et al., Stat. Pap. 59, No. 1, 153--182 (2018; Zbl 1392.62173) Full Text: DOI
Górecki, T.; Smaga, Ł. Multivariate analysis of variance for functional data. (English) Zbl 1516.62307 J. Appl. Stat. 44, No. 12, 2172-2189 (2017). MSC: 62-XX PDFBibTeX XMLCite \textit{T. Górecki} and \textit{Ł. Smaga}, J. Appl. Stat. 44, No. 12, 2172--2189 (2017; Zbl 1516.62307) Full Text: DOI
Guevara, Rubén D.; Vargas, José A. Evaluation of process capability in multivariate nonlinear profiles. (English) Zbl 1510.62477 J. Stat. Comput. Simulation 86, No. 12, 2411-2428 (2016). MSC: 62P30 62H25 62R10 PDFBibTeX XMLCite \textit{R. D. Guevara} and \textit{J. A. Vargas}, J. Stat. Comput. Simulation 86, No. 12, 2411--2428 (2016; Zbl 1510.62477) Full Text: DOI
Wang, Huiwen; Huang, Lele Functional linear regression analysis based on partial least squares and its application. (English) Zbl 1366.62143 Abdi, Hervé (ed.) et al., The multiple facets of partial least squares methods. PLS, Paris, France, May 26–28, 2014. Cham: Springer (ISBN 978-3-319-40641-1/hbk; 978-3-319-40643-5/ebook). Springer Proceedings in Mathematics & Statistics 173, 201-211 (2016). MSC: 62J05 62J07 62H25 62P10 PDFBibTeX XMLCite \textit{H. Wang} and \textit{L. Huang}, Springer Proc. Math. Stat. 173, 201--211 (2016; Zbl 1366.62143) Full Text: DOI
Górecki, Tomasz; Smaga, Łukasz A comparison of tests for the one-way ANOVA problem for functional data. (English) Zbl 1329.65028 Comput. Stat. 30, No. 4, 987-1010 (2015). MSC: 62-08 62J10 62F03 PDFBibTeX XMLCite \textit{T. Górecki} and \textit{Ł. Smaga}, Comput. Stat. 30, No. 4, 987--1010 (2015; Zbl 1329.65028) Full Text: DOI
Hubert, Mia; Rousseeuw, Peter J.; Segaert, Pieter Multivariate functional outlier detection. (English) Zbl 1441.62124 Stat. Methods Appl. 24, No. 2, 177-202 (2015). MSC: 62H05 62H12 62G35 62R10 PDFBibTeX XMLCite \textit{M. Hubert} et al., Stat. Methods Appl. 24, No. 2, 177--202 (2015; Zbl 1441.62124) Full Text: DOI Link
Jacques, Julien; Preda, Cristian Model-based clustering for multivariate functional data. (English) Zbl 1471.62096 Comput. Stat. Data Anal. 71, 92-106 (2014). MSC: 62-08 62H30 62H25 62R10 PDFBibTeX XMLCite \textit{J. Jacques} and \textit{C. Preda}, Comput. Stat. Data Anal. 71, 92--106 (2014; Zbl 1471.62096) Full Text: DOI
Claeskens, Gerda; Hubert, Mia; Slaets, Leen; Vakili, Kaveh Multivariate functional halfspace depth. (English) Zbl 1367.62162 J. Am. Stat. Assoc. 109, No. 505, 411-423 (2014). MSC: 62H05 62G05 PDFBibTeX XMLCite \textit{G. Claeskens} et al., J. Am. Stat. Assoc. 109, No. 505, 411--423 (2014; Zbl 1367.62162) Full Text: DOI Link
Huang, Lele; Wang, Huiwen; Zheng, Andi The M-estimator for functional linear regression model. (English) Zbl 1288.62060 Stat. Probab. Lett. 88, 165-173 (2014). MSC: 62G08 62H25 62C99 65C60 PDFBibTeX XMLCite \textit{L. Huang} et al., Stat. Probab. Lett. 88, 165--173 (2014; Zbl 1288.62060) Full Text: DOI
Epifanio, Irene; Ventura-Campos, Noelia Functional data analysis in shape analysis. (English) Zbl 1464.62064 Comput. Stat. Data Anal. 55, No. 9, 2758-2773 (2011). MSC: 62-08 62H25 62H30 62R10 PDFBibTeX XMLCite \textit{I. Epifanio} and \textit{N. Ventura-Campos}, Comput. Stat. Data Anal. 55, No. 9, 2758--2773 (2011; Zbl 1464.62064) Full Text: DOI Link
Martínez-Camblor, Pablo; Corral, Norberto Repeated measures analysis for functional data. (English) Zbl 1261.65013 Comput. Stat. Data Anal. 55, No. 12, 3244-3256 (2011). MSC: 65C60 62F40 65C05 62-07 PDFBibTeX XMLCite \textit{P. Martínez-Camblor} and \textit{N. Corral}, Comput. Stat. Data Anal. 55, No. 12, 3244--3256 (2011; Zbl 1261.65013) Full Text: DOI