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
Lakra, Arjun; Banerjee, Buddhananda; Laha, Arnab Kumar A data-adaptive method for outlier detection from functional data. (English) Zbl 1523.62019 Stat. Comput. 34, No. 1, Paper No. 7, 17 p. (2024). MSC: 62-08 62H25 62R10 PDFBibTeX XMLCite \textit{A. Lakra} et al., Stat. Comput. 34, No. 1, Paper No. 7, 17 p. (2024; Zbl 1523.62019) Full Text: DOI
Mu, Wanying; Wang, Xinyi; Feng, Zhenghui Functional data outlier detection for spectral data. (English) Zbl 07809948 Chin. J. Appl. Probab. Stat. 39, No. 5, 667-681 (2023). MSC: 62-07 62P10 PDFBibTeX XMLCite \textit{W. Mu} et al., Chin. J. Appl. Probab. Stat. 39, No. 5, 667--681 (2023; Zbl 07809948) Full Text: DOI
Huang, Huang; Sun, Ying; Genton, Marc G. Test and visualization of covariance properties for multivariate spatio-temporal random fields. (English) Zbl 07792637 J. Comput. Graph. Stat. 32, No. 4, 1545-1555 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Huang} et al., J. Comput. Graph. Stat. 32, No. 4, 1545--1555 (2023; Zbl 07792637) Full Text: DOI arXiv
Konen, Dimitri; Paindaveine, Davy Spatial quantiles on the hypersphere. (English) Zbl 07783538 Ann. Stat. 51, No. 5, 2221-2245 (2023). MSC: 62R30 62G99 62E10 62G20 PDFBibTeX XMLCite \textit{D. Konen} and \textit{D. Paindaveine}, Ann. Stat. 51, No. 5, 2221--2245 (2023; Zbl 07783538) Full Text: DOI Link
Cholaquidis, A.; Fraiman, R.; Moreno, L. Level sets of depth measures in abstract spaces. (English) Zbl 1527.62104 Test 32, No. 3, 942-957 (2023). MSC: 62R20 62H05 62G05 PDFBibTeX XMLCite \textit{A. Cholaquidis} et al., Test 32, No. 3, 942--957 (2023; Zbl 1527.62104) Full Text: DOI arXiv
Cholaquidis, Alejandro; Fraiman, Ricardo; Gamboa, Fabrice; Moreno, Leonardo Weighted lens depth: some applications to supervised classification. (English. French summary) Zbl 07759548 Can. J. Stat. 51, No. 2, 652-673 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Cholaquidis} et al., Can. J. Stat. 51, No. 2, 652--673 (2023; Zbl 07759548) Full Text: DOI arXiv
Dai, Xiongtao; Lopez-Pintado, Sara Tukey’s depth for object data. (English) Zbl 07751806 J. Am. Stat. Assoc. 118, No. 543, 1760-1772 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Dai} and \textit{S. Lopez-Pintado}, J. Am. Stat. Assoc. 118, No. 543, 1760--1772 (2023; Zbl 07751806) Full Text: DOI arXiv
Wu, Zihao; Euan, Carolina; Crujeiras, Rosa M.; Sun, Ying Estimation and clustering of directional wave spectra. (English) Zbl 07749325 J. Agric. Biol. Environ. Stat. 28, No. 3, 502-525 (2023). MSC: 62P12 PDFBibTeX XMLCite \textit{Z. Wu} et al., J. Agric. Biol. Environ. Stat. 28, No. 3, 502--525 (2023; Zbl 07749325) Full Text: DOI
Huang, Huang; Castruccio, Stefano; Baker, Allison H.; Genton, Marc G. Saving storage in climate ensembles: a model-based stochastic approach. (English) Zbl 07749311 J. Agric. Biol. Environ. Stat. 28, No. 2, 324-344 (2023). MSC: 62P12 PDFBibTeX XMLCite \textit{H. Huang} et al., J. Agric. Biol. Environ. Stat. 28, No. 2, 324--344 (2023; Zbl 07749311) Full Text: DOI
Elías, Antonio; Jiménez, Raúl; Paganoni, Anna M.; Sangalli, Laura M. Integrated depths for partially observed functional data. (English) Zbl 07747442 J. Comput. Graph. Stat. 32, No. 2, 341-352 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Elías} et al., J. Comput. Graph. Stat. 32, No. 2, 341--352 (2023; Zbl 07747442) Full Text: DOI
Horn, Melanie; Müller, Christine H. Sign depth tests in multiple regression. (English) Zbl 07739598 J. Stat. Comput. Simulation 93, No. 7, 1169-1191 (2023). MSC: 62-XX 62J20 62F03 62F35 62G10 PDFBibTeX XMLCite \textit{M. Horn} and \textit{C. H. Müller}, J. Stat. Comput. Simulation 93, No. 7, 1169--1191 (2023; Zbl 07739598) Full Text: DOI
Elías, Antonio; Jiménez, Raúl; Shang, Han Lin Depth-based reconstruction method for incomplete functional data. (English) Zbl 07734168 Comput. Stat. 38, No. 3, 1507-1535 (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{A. Elías} et al., Comput. Stat. 38, No. 3, 1507--1535 (2023; Zbl 07734168) Full Text: DOI arXiv
Geenens, Gery; Nieto-Reyes, Alicia; Francisci, Giacomo Statistical depth in abstract metric spaces. (English) Zbl 1516.62013 Stat. Comput. 33, No. 2, Paper No. 46, 15 p. (2023). MSC: 62-08 62R07 62R10 PDFBibTeX XMLCite \textit{G. Geenens} et al., Stat. Comput. 33, No. 2, Paper No. 46, 15 p. (2023; Zbl 1516.62013) Full Text: DOI arXiv
Pulido, Belén; Franco-Pereira, Alba M.; Lillo, Rosa E. A fast epigraph and hypograph-based approach for clustering functional data. (English) Zbl 1516.62025 Stat. Comput. 33, No. 2, Paper No. 36, 19 p. (2023). MSC: 62-08 62H30 62R10 PDFBibTeX XMLCite \textit{B. Pulido} et al., Stat. Comput. 33, No. 2, Paper No. 36, 19 p. (2023; Zbl 1516.62025) Full Text: DOI
Febrero-Bande, Manuel; González-Manteiga, Wenceslao; Prallon, Brenda; Saporito, Yuri F. Functional classification of bitcoin addresses. (English) Zbl 07710142 Comput. Stat. Data Anal. 181, Article ID 107687, 16 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{M. Febrero-Bande} et al., Comput. Stat. Data Anal. 181, Article ID 107687, 16 p. (2023; Zbl 07710142) Full Text: DOI arXiv
Elías, Antonio; Jiménez, Raúl; Yukich, J. E. Localization processes for functional data analysis. (English) Zbl 07702490 Adv. Data Anal. Classif., ADAC 17, No. 2, 485-517 (2023). MSC: 62R10 60F05 PDFBibTeX XMLCite \textit{A. Elías} et al., Adv. Data Anal. Classif., ADAC 17, No. 2, 485--517 (2023; Zbl 07702490) Full Text: DOI arXiv
Albert-Smet, Javier; Torrente, Aurora; Romo, Juan Band depth based initialization of K-means for functional data clustering. (English) Zbl 07702489 Adv. Data Anal. Classif., ADAC 17, No. 2, 463-484 (2023). MSC: 62H30 62R10 PDFBibTeX XMLCite \textit{J. Albert-Smet} et al., Adv. Data Anal. Classif., ADAC 17, No. 2, 463--484 (2023; Zbl 07702489) Full Text: DOI arXiv
Leckey, Kevin; Malcherczyk, Dennis; Horn, Melanie; Müller, Christine H. Simple powerful robust tests based on sign depth. (English) Zbl 07697738 Stat. Pap. 64, No. 3, 857-882 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{K. Leckey} et al., Stat. Pap. 64, No. 3, 857--882 (2023; Zbl 07697738) Full Text: DOI
Liu, Chao; Gao, Xiao; Wang, Xiaokang Data adaptive functional outlier detection: analysis of the Paris bike sharing system data. (English) Zbl 07814107 Inf. Sci. 602, 13-42 (2022). MSC: 62-XX 93-XX PDFBibTeX XMLCite \textit{C. Liu} et al., Inf. Sci. 602, 13--42 (2022; Zbl 07814107) Full Text: DOI
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
Liu, Dungang; Liu, Regina Y.; Xie, Min-ge Nonparametric fusion learning for multiparameters: synthesize inferences from diverse sources using data depth and confidence distribution. (English) Zbl 1514.68255 J. Am. Stat. Assoc. 117, No. 540, 2086-2104 (2022). MSC: 68T05 62G86 PDFBibTeX XMLCite \textit{D. Liu} et al., J. Am. Stat. Assoc. 117, No. 540, 2086--2104 (2022; Zbl 1514.68255) Full Text: DOI arXiv
Qu, Zhuo; Genton, Marc G. Sparse functional boxplots for multivariate curves. (English) Zbl 07633296 J. Comput. Graph. Stat. 31, No. 4, 976-989 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Qu} and \textit{M. G. Genton}, J. Comput. Graph. Stat. 31, No. 4, 976--989 (2022; Zbl 07633296) Full Text: DOI arXiv
Ojo, Oluwasegun Taiwo; Fernández Anta, Antonio; Lillo, Rosa E.; Sguera, Carlo Detecting and classifying outliers in big functional data. (English) Zbl 07630557 Adv. Data Anal. Classif., ADAC 16, No. 3, 725-760 (2022). MSC: 62R10 62R07 62-08 62P99 PDFBibTeX XMLCite \textit{O. T. Ojo} et al., Adv. Data Anal. Classif., ADAC 16, No. 3, 725--760 (2022; Zbl 07630557) Full Text: DOI arXiv
Williams, Jeffrey; Hill, Raymond R.; Pignatiello, Joseph J. jun.; Chicken, Eric Wavelet analysis of variance box plot. (English) Zbl 07611115 J. Appl. Stat. 49, No. 14, 3536-3563 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Williams} et al., J. Appl. Stat. 49, No. 14, 3536--3563 (2022; Zbl 07611115) Full Text: DOI
Park, Yeonjoo; Chen, Xiaohui; Simpson, Douglas Robust inference for partially observed functional response data. (English) Zbl 07601237 Stat. Sin. 32, No. 4, 2265-2293 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Park} et al., Stat. Sin. 32, No. 4, 2265--2293 (2022; Zbl 07601237) Full Text: DOI arXiv
Tang, Chen; Shang, Han Lin; Yang, Yanrong Clustering and forecasting multiple functional time series. (English) Zbl 1498.62327 Ann. Appl. Stat. 16, No. 4, 2523-2553 (2022). MSC: 62P25 62H25 62H30 62M10 62M20 62R10 PDFBibTeX XMLCite \textit{C. Tang} et al., Ann. Appl. Stat. 16, No. 4, 2523--2553 (2022; Zbl 1498.62327) 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
Xu, Zishen; Wang, Chenran; Wu, Wei A unified framework on defining depth for point process using function smoothing. (English) Zbl 07584280 Comput. Stat. Data Anal. 175, Article ID 107545, 39 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Xu} et al., Comput. Stat. Data Anal. 175, Article ID 107545, 39 p. (2022; Zbl 07584280) Full Text: DOI arXiv
Fernandez-Piana, Lucas; Svarc, Marcela An integrated local depth measure. (English) Zbl 1490.62122 AStA, Adv. Stat. Anal. 106, No. 2, 175-197 (2022). MSC: 62H05 62H12 62H30 62G20 62R10 PDFBibTeX XMLCite \textit{L. Fernandez-Piana} and \textit{M. Svarc}, AStA, Adv. Stat. Anal. 106, No. 2, 175--197 (2022; Zbl 1490.62122) Full Text: DOI
Morales, Victor Hugo; Vargas, Jose Alberto The effect of aggregating multivariate count data using Poisson profiles. (English) Zbl 07545884 Commun. Stat., Simulation Comput. 51, No. 5, 2646-2666 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{V. H. Morales} and \textit{J. A. Vargas}, Commun. Stat., Simulation Comput. 51, No. 5, 2646--2666 (2022; Zbl 07545884) Full Text: DOI
Golovkine, Steven; Klutchnikoff, Nicolas; Patilea, Valentin Learning the smoothness of noisy curves with application to online curve estimation. (English) Zbl 1493.62641 Electron. J. Stat. 16, No. 1, 1485-1560 (2022). MSC: 62R10 62G05 62M09 PDFBibTeX XMLCite \textit{S. Golovkine} et al., Electron. J. Stat. 16, No. 1, 1485--1560 (2022; Zbl 1493.62641) Full Text: DOI arXiv Link
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
Elías, Antonio; Jiménez, Raúl; Shang, Han Lin On projection methods for functional time series forecasting. (English) Zbl 1520.62425 J. Multivariate Anal. 189, Article ID 104890, 13 p. (2022). MSC: 62R10 62G08 62G30 62M10 62M20 PDFBibTeX XMLCite \textit{A. Elías} et al., J. Multivariate Anal. 189, Article ID 104890, 13 p. (2022; Zbl 1520.62425) Full Text: DOI arXiv
Diquigiovanni, Jacopo; Fontana, Matteo; Vantini, Simone Conformal prediction bands for multivariate functional data. (English) Zbl 1520.62424 J. Multivariate Anal. 189, Article ID 104879, 14 p. (2022). MSC: 62R10 62G08 62G15 62H12 PDFBibTeX XMLCite \textit{J. Diquigiovanni} et al., J. Multivariate Anal. 189, Article ID 104879, 14 p. (2022; Zbl 1520.62424) Full Text: DOI arXiv
Agarwal, Gaurav; Tu, Wei; Sun, Ying; Kong, Linglong Flexible quantile contour estimation for multivariate functional data: beyond convexity. (English) Zbl 07476372 Comput. Stat. Data Anal. 168, Article ID 107400, 14 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{G. Agarwal} et al., Comput. Stat. Data Anal. 168, Article ID 107400, 14 p. (2022; Zbl 07476372) Full Text: DOI
Xu, Yuhang; Li, Yehua; Qiu, Yumou Growth dynamics and heritability for plant high-throughput phenotyping studies using hierarchical functional data analysis. (English) Zbl 1523.62237 Biom. J. 63, No. 6, 1325-1341 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{Y. Xu} et al., Biom. J. 63, No. 6, 1325--1341 (2021; Zbl 1523.62237) Full Text: DOI
Cascos, Ignacio; Li, Qiyu; Molchanov, Ilya Depth and outliers for samples of sets and random sets distributions. (English) Zbl 1521.62080 Aust. N. Z. J. Stat. 63, No. 1, 55-82 (2021). MSC: 62H11 60D05 62R20 PDFBibTeX XMLCite \textit{I. Cascos} et al., Aust. N. Z. J. Stat. 63, No. 1, 55--82 (2021; Zbl 1521.62080) Full Text: DOI
Harris, Trevor; Li, Bo; Steiger, Nathan J.; Smerdon, Jason E.; Narisetty, Naveen; Tucker, J. Derek Evaluating proxy influence in assimilated paleoclimate reconstructions – testing the exchangeability of two ensembles of spatial processes. (English) Zbl 1510.86008 J. Am. Stat. Assoc. 116, No. 535, 1100-1113 (2021). MSC: 86A08 62H11 62P35 86A32 PDFBibTeX XMLCite \textit{T. Harris} et al., J. Am. Stat. Assoc. 116, No. 535, 1100--1113 (2021; Zbl 1510.86008) Full Text: DOI arXiv
Heinrich, Claudio; Hellton, Kristoffer H.; Lenkoski, Alex; Thorarinsdottir, Thordis L. Multivariate postprocessing methods for high-dimensional seasonal weather forecasts. (English) Zbl 1510.86010 J. Am. Stat. Assoc. 116, No. 535, 1048-1059 (2021). MSC: 86A10 62P12 62M10 86A32 PDFBibTeX XMLCite \textit{C. Heinrich} et al., J. Am. Stat. Assoc. 116, No. 535, 1048--1059 (2021; Zbl 1510.86010) Full Text: DOI arXiv
Lafaye de Micheaux, Pierre; Mozharovskyi, Pavlo; Vimond, Myriam Depth for curve data and applications. (English) Zbl 1506.62328 J. Am. Stat. Assoc. 116, No. 536, 1881-1897 (2021). MSC: 62H30 62G05 PDFBibTeX XMLCite \textit{P. Lafaye de Micheaux} et al., J. Am. Stat. Assoc. 116, No. 536, 1881--1897 (2021; Zbl 1506.62328) Full Text: DOI arXiv
Shang, Han Lin Double bootstrapping for visualizing the distribution of descriptive statistics of functional data. (English) Zbl 07497069 J. Stat. Comput. Simulation 91, No. 10, 2116-2132 (2021). MSC: 62F40 62-XX PDFBibTeX XMLCite \textit{H. L. Shang}, J. Stat. Comput. Simulation 91, No. 10, 2116--2132 (2021; Zbl 07497069) Full Text: DOI
Mojirsheibani, Majid; Nguyen, My-Nhi On statistical classification with incomplete covariates via filtering. (English) Zbl 07493354 J. Stat. Comput. Simulation 91, No. 7, 1342-1365 (2021). MSC: 62G20 62G08 62-XX PDFBibTeX XMLCite \textit{M. Mojirsheibani} and \textit{M.-N. Nguyen}, J. Stat. Comput. Simulation 91, No. 7, 1342--1365 (2021; Zbl 07493354) Full Text: DOI
Chen, Tianbo; Sun, Ying; Euan, Carolina; Ombao, Hernando Clustering brain signals: a robust approach using functional data ranking. (English) Zbl 07473944 J. Classif. 38, No. 3, 425-442 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{T. Chen} et al., J. Classif. 38, No. 3, 425--442 (2021; Zbl 07473944) Full Text: DOI arXiv
Boente, Graciela; Salibián-Barrera, Matías Robust functional principal components for sparse longitudinal data. (English) Zbl 1476.62122 Metron 79, No. 2, 159-188 (2021). MSC: 62H25 62F35 62R10 PDFBibTeX XMLCite \textit{G. Boente} and \textit{M. Salibián-Barrera}, Metron 79, No. 2, 159--188 (2021; Zbl 1476.62122) Full Text: DOI arXiv
Sguera, Carlo; López-Pintado, Sara A notion of depth for sparse functional data. (English) Zbl 1474.62462 Test 30, No. 3, 630-649 (2021). MSC: 62R10 62F07 62G35 PDFBibTeX XMLCite \textit{C. Sguera} and \textit{S. López-Pintado}, Test 30, No. 3, 630--649 (2021; Zbl 1474.62462) Full Text: DOI arXiv
Malcherczyk, Dennis; Leckey, Kevin; Müller, Christine H. K-sign depth: from asymptotics to efficient implementation. (English) Zbl 1474.62034 J. Stat. Plann. Inference 215, 344-355 (2021). MSC: 62E20 62F05 62F35 PDFBibTeX XMLCite \textit{D. Malcherczyk} et al., J. Stat. Plann. Inference 215, 344--355 (2021; Zbl 1474.62034) Full Text: DOI Link
Debayle, Johan; Ðogaš, Vesna Gotovac; Helisová, Kateřina; Staněk, Jakub; Zikmundová, Markéta Assessing similarity of random sets via skeletons. (English) Zbl 1473.62102 Methodol. Comput. Appl. Probab. 23, No. 2, 471-490 (2021). MSC: 62G05 62G10 60D05 PDFBibTeX XMLCite \textit{J. Debayle} et al., Methodol. Comput. Appl. Probab. 23, No. 2, 471--490 (2021; Zbl 1473.62102) Full Text: DOI
Torrente, Aurora; Romo, Juan Initializing \(k\)-means clustering by bootstrap and data depth. (English) Zbl 07413946 J. Classif. 38, No. 2, 232-256 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{A. Torrente} and \textit{J. Romo}, J. Classif. 38, No. 2, 232--256 (2021; Zbl 07413946) Full Text: DOI
Zhang, Tao; Li, Zhaohai; Liu, Aiyi; Zhang, Qingzhao Estimation of partial derivative functionals with application to human mortality data analysis. (English) Zbl 1476.62273 Sci. China, Math. 64, No. 9, 2117-2140 (2021). MSC: 62R10 62H25 62G05 62G20 62P10 PDFBibTeX XMLCite \textit{T. Zhang} et al., Sci. China, Math. 64, No. 9, 2117--2140 (2021; Zbl 1476.62273) Full Text: DOI
Qi, Kai; Chen, Yang; Wu, Wei Dirichlet depths for point process. (English) Zbl 1472.62176 Electron. J. Stat. 15, No. 1, 3574-3610 (2021). MSC: 62R10 60G55 PDFBibTeX XMLCite \textit{K. Qi} et al., Electron. J. Stat. 15, No. 1, 3574--3610 (2021; Zbl 1472.62176) Full Text: DOI arXiv
Zuo, Yijun On general notions of depth for regression. (English) Zbl 07368224 Stat. Sci. 36, No. 1, 142-157 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Zuo}, Stat. Sci. 36, No. 1, 142--157 (2021; Zbl 07368224) Full Text: DOI arXiv
Hallin, Marc; del Barrio, Eustasio; Cuesta-Albertos, Juan; Matrán, Carlos Distribution and quantile functions, ranks and signs in dimension \(d\): a measure transportation approach. (English) Zbl 1468.62282 Ann. Stat. 49, No. 2, 1139-1165 (2021). MSC: 62G30 62G08 62H11 62B05 28D05 PDFBibTeX XMLCite \textit{M. Hallin} et al., Ann. Stat. 49, No. 2, 1139--1165 (2021; Zbl 1468.62282) Full Text: DOI
Sinova, Beatriz; Van Aelst, Stefan; Terán, Pedro M-estimators and trimmed means: from Hilbert-valued to fuzzy set-valued data. (English) Zbl 07363874 Adv. Data Anal. Classif., ADAC 15, No. 2, 267-288 (2021). MSC: 62G35 62-07 03E72 PDFBibTeX XMLCite \textit{B. Sinova} et al., Adv. Data Anal. Classif., ADAC 15, No. 2, 267--288 (2021; Zbl 07363874) Full Text: DOI Link
Nieto-Reyes, Alicia; Battey, Heather A topologically valid construction of depth for functional data. (English) Zbl 1467.62190 J. Multivariate Anal. 184, Article ID 104738, 16 p. (2021). MSC: 62R10 62R40 62H12 62E10 PDFBibTeX XMLCite \textit{A. Nieto-Reyes} and \textit{H. Battey}, J. Multivariate Anal. 184, Article ID 104738, 16 p. (2021; Zbl 1467.62190) Full Text: DOI
Rommel, Cédric; Bonnans, J. Frédéric; Gregorutti, Baptiste; Martinon, Pierre Quantifying the closeness to a set of random curves via the mean marginal likelihood. (English) Zbl 1466.62288 ESAIM, Probab. Stat. 25, 1-30 (2021). MSC: 62G07 62G05 62P30 62M09 62R10 60B05 PDFBibTeX XMLCite \textit{C. Rommel} et al., ESAIM, Probab. Stat. 25, 1--30 (2021; Zbl 1466.62288) Full Text: DOI HAL
Salamanca, Juan Jesús A universal, canonical dispersive ordering in metric spaces. (English) Zbl 1466.62459 J. Stat. Plann. Inference 212, 1-13 (2021). MSC: 62R20 62G30 PDFBibTeX XMLCite \textit{J. J. Salamanca}, J. Stat. Plann. Inference 212, 1--13 (2021; Zbl 1466.62459) 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
Nagy, Stanislav; Helander, Sami; van Bever, Germain; Viitasaari, Lauri; Ilmonen, Pauliina Flexible integrated functional depths. (English) Zbl 1512.62103 Bernoulli 27, No. 1, 673-701 (2021). MSC: 62R10 62H30 68T05 PDFBibTeX XMLCite \textit{S. Nagy} et al., Bernoulli 27, No. 1, 673--701 (2021; Zbl 1512.62103) Full Text: DOI Euclid
Samuel Makinde, Olusola On rank distribution classifiers for high-dimensional data. (English) Zbl 1521.62463 J. Appl. Stat. 47, No. 13-15, 2895-2911 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{O. Samuel Makinde}, J. Appl. Stat. 47, No. 13--15, 2895--2911 (2020; Zbl 1521.62463) Full Text: DOI
Franco-Pereira, Alba M.; Lillo, Rosa E. Rank tests for functional data based on the epigraph, the hypograph and associated graphical representations. (English) Zbl 1474.62147 Adv. Data Anal. Classif., ADAC 14, No. 3, 651-676 (2020). MSC: 62G10 62G30 62H30 62R10 65S05 PDFBibTeX XMLCite \textit{A. M. Franco-Pereira} and \textit{R. E. Lillo}, Adv. Data Anal. Classif., ADAC 14, No. 3, 651--676 (2020; Zbl 1474.62147) Full Text: DOI
Barahona, S.; Centella, P.; Gual-Arnau, X.; Ibáñez, M. V.; Simó, A. Supervised classification of geometrical objects by integrating currents and functional data analysis. (English) Zbl 1460.62209 Test 29, No. 3, 637-660 (2020). MSC: 62R10 62H30 46E22 47N30 62P10 62P20 PDFBibTeX XMLCite \textit{S. Barahona} et al., Test 29, No. 3, 637--660 (2020; Zbl 1460.62209) Full Text: DOI arXiv
Yang, Xiaona; Wang, Zhaojun; Zi, Xuemin Outlier detection for multinomial data with a large number of categories. (English) Zbl 1456.62094 Random Matrices Theory Appl. 9, No. 3, Article ID 2050008, 17 p. (2020). MSC: 62G32 62H12 PDFBibTeX XMLCite \textit{X. Yang} et al., Random Matrices Theory Appl. 9, No. 3, Article ID 2050008, 17 p. (2020; Zbl 1456.62094) Full Text: DOI
Pandolfo, Giuseppe; Iorio, Carmela; Siciliano, Roberta; D’Ambrosio, Antonio Robust mean-variance portfolio through the weighted \(L^p\) depth function. (English) Zbl 1455.91240 Ann. Oper. Res. 292, No. 1, 519-531 (2020). Reviewer: Yuliya S. Mishura (Kyïv) MSC: 91G10 62P05 PDFBibTeX XMLCite \textit{G. Pandolfo} et al., Ann. Oper. Res. 292, No. 1, 519--531 (2020; Zbl 1455.91240) Full Text: DOI
Xu, Meng; Reiss, Philip T. Distribution-free pointwise adjusted \(p\)-values for functional hypotheses. (English) Zbl 1444.62170 Aneiros, Germán (ed.) et al., Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23–25, 2021. Cham: Springer. Contrib. Stat., 245-252 (2020). MSC: 62R10 62H22 62P10 PDFBibTeX XMLCite \textit{M. Xu} and \textit{P. T. Reiss}, in: Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23--25, 2021. Cham: Springer. 245--252 (2020; Zbl 1444.62170) Full Text: DOI arXiv
Nagy, Stanislav Depth in infinite-dimensional spaces. (English) Zbl 1444.62163 Aneiros, Germán (ed.) et al., Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23–25, 2021. Cham: Springer. Contrib. Stat., 187-195 (2020). MSC: 62R10 62R40 62G30 PDFBibTeX XMLCite \textit{S. Nagy}, in: Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23--25, 2021. Cham: Springer. 187--195 (2020; Zbl 1444.62163) Full Text: DOI
Fontana, Matteo; Vantini, Simone; Tavoni, Massimo; Gammerman, Alexander A conformal approach for distribution-free prediction of functional data. (English) Zbl 1444.62151 Aneiros, Germán (ed.) et al., Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23–25, 2021. Cham: Springer. Contrib. Stat., 83-90 (2020). MSC: 62R10 62M20 62P12 62P20 PDFBibTeX XMLCite \textit{M. Fontana} et al., in: Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23--25, 2021. Cham: Springer. 83--90 (2020; Zbl 1444.62151) Full Text: DOI Link
Dai, Wenlin; Mrkvička, Tomáš; Sun, Ying; Genton, Marc G. Functional outlier detection and taxonomy by sequential transformations. (English) Zbl 1510.62030 Comput. Stat. Data Anal. 149, Article ID 106960, 16 p. (2020). MSC: 62-08 62H05 62R10 PDFBibTeX XMLCite \textit{W. Dai} et al., Comput. Stat. Data Anal. 149, Article ID 106960, 16 p. (2020; Zbl 1510.62030) Full Text: DOI arXiv
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
Helander, Sami; Van Bever, Germain; Rantala, Sakke; Ilmonen, Pauliina Pareto depth for functional data. (English) Zbl 1435.62450 Statistics 54, No. 1, 182-204 (2020). Reviewer: Wiesław Dziubdziela (Miedziana Góra) MSC: 62R10 62H30 PDFBibTeX XMLCite \textit{S. Helander} et al., Statistics 54, No. 1, 182--204 (2020; Zbl 1435.62450) Full Text: DOI
Moliner, Jesús; Epifanio, Irene Robust multivariate and functional archetypal analysis with application to financial time series analysis. (English) Zbl 1514.62080 Physica A 519, 195-208 (2019). MSC: 62G35 62M10 62P05 PDFBibTeX XMLCite \textit{J. Moliner} and \textit{I. Epifanio}, Physica A 519, 195--208 (2019; Zbl 1514.62080) Full Text: DOI arXiv Link
Biscio, Christophe A. N.; Møller, Jesper The accumulated persistence function, a new useful functional summary statistic for topological data analysis, with a view to brain artery trees and spatial point process applications. (English) Zbl 07499085 J. Comput. Graph. Stat. 28, No. 3, 671-681 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{C. A. N. Biscio} and \textit{J. Møller}, J. Comput. Graph. Stat. 28, No. 3, 671--681 (2019; Zbl 07499085) Full Text: DOI arXiv
Euán, Carolina; Sun, Ying Directional spectra-based clustering for visualizing patterns of ocean waves and winds. (English) Zbl 07499084 J. Comput. Graph. Stat. 28, No. 3, 659-670 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{C. Euán} and \textit{Y. Sun}, J. Comput. Graph. Stat. 28, No. 3, 659--670 (2019; Zbl 07499084) Full Text: DOI Link
Chau, Joris; Ombao, Hernando; von Sachs, Rainer Intrinsic data depth for Hermitian positive definite matrices. (English) Zbl 07499064 J. Comput. Graph. Stat. 28, No. 2, 427-439 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Chau} et al., J. Comput. Graph. Stat. 28, No. 2, 427--439 (2019; Zbl 07499064) Full Text: DOI arXiv
Valencia, Dalia; Lillo, Rosa E.; Romo, Juan A Kendall correlation coefficient between functional data. (English) Zbl 1459.62092 Adv. Data Anal. Classif., ADAC 13, No. 4, 1083-1103 (2019). MSC: 62H20 62H25 62R10 PDFBibTeX XMLCite \textit{D. Valencia} et al., Adv. Data Anal. Classif., ADAC 13, No. 4, 1083--1103 (2019; Zbl 1459.62092) Full Text: DOI
Kosiorowski, Daniel; Rydlewski, Jerzy P.; Snarska, Małgorzata Detecting a structural change in functional time series using local Wilcoxon statistic. (English) Zbl 1432.62303 Stat. Pap. 60, No. 5, 1677-1698 (2019). MSC: 62M10 62G30 62P20 62P05 62H15 PDFBibTeX XMLCite \textit{D. Kosiorowski} et al., Stat. Pap. 60, No. 5, 1677--1698 (2019; Zbl 1432.62303) Full Text: DOI arXiv
Ramsay, Kelly; Durocher, Stéphane; Leblanc, Alexandre Integrated rank-weighted depth. (English) Zbl 1422.62191 J. Multivariate Anal. 173, 51-69 (2019). MSC: 62H12 62H05 PDFBibTeX XMLCite \textit{K. Ramsay} et al., J. Multivariate Anal. 173, 51--69 (2019; Zbl 1422.62191) Full Text: DOI
Lima, Italo R.; Cao, Guanqun; Billor, Nedret Robust simultaneous inference for the mean function of functional data. (English) Zbl 1420.62176 Test 28, No. 3, 785-803 (2019). MSC: 62G08 62G35 PDFBibTeX XMLCite \textit{I. R. Lima} et al., Test 28, No. 3, 785--803 (2019; Zbl 1420.62176) Full Text: DOI
Galeano, Pedro; Peña, Daniel Data science, big data and statistics. (English) Zbl 1428.62021 Test 28, No. 2, 289-329 (2019). MSC: 62A01 68T05 62M10 62H12 62R07 PDFBibTeX XMLCite \textit{P. Galeano} and \textit{D. Peña}, Test 28, No. 2, 289--329 (2019; Zbl 1428.62021) Full Text: DOI
Tian, Yahui; Gel, Yulia R. Fusing data depth with complex networks: community detection with prior information. (English) Zbl 1507.62167 Comput. Stat. Data Anal. 139, 99-116 (2019). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{Y. Tian} and \textit{Y. R. Gel}, Comput. Stat. Data Anal. 139, 99--116 (2019; Zbl 1507.62167) Full Text: DOI
Nagy, Stanislav; Schütt, Carsten; Werner, Elisabeth M. Halfspace depth and floating body. (English) Zbl 1428.62204 Stat. Surv. 13, 52-118 (2019). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H05 52A20 62G35 62H11 PDFBibTeX XMLCite \textit{S. Nagy} et al., Stat. Surv. 13, 52--118 (2019; Zbl 1428.62204) Full Text: DOI arXiv Euclid
Albarrán, Irene; Alonso-González, Pablo J.; Arribas-Gil, Ana; Grané, Aurea How functional data can enhance the estimation of health expectancy: the case of disabled Spanish population. (English) Zbl 1415.62084 ASTIN Bull. 49, No. 1, 57-84 (2019). MSC: 62P10 62N05 PDFBibTeX XMLCite \textit{I. Albarrán} et al., ASTIN Bull. 49, No. 1, 57--84 (2019; Zbl 1415.62084) Full Text: DOI Link
Boente, Graciela; Rodriguez, Daniela; Sued, Mariela The spatial sign covariance operator: asymptotic results and applications. (English) Zbl 1416.62133 J. Multivariate Anal. 170, 115-128 (2019). Reviewer: Fraser Daly (Edinburgh) MSC: 62E20 60F05 62G35 62H25 PDFBibTeX XMLCite \textit{G. Boente} et al., J. Multivariate Anal. 170, 115--128 (2019; Zbl 1416.62133) Full Text: DOI arXiv
Nagy, Stanislav; Ferraty, Frédéric Data depth for measurable noisy random functions. (English) Zbl 1415.62028 J. Multivariate Anal. 170, 95-114 (2019). MSC: 62G20 62G35 62G08 PDFBibTeX XMLCite \textit{S. Nagy} and \textit{F. Ferraty}, J. Multivariate Anal. 170, 95--114 (2019; Zbl 1415.62028) Full Text: DOI HAL
Blanquero, R.; Carrizosa, E.; Jiménez-Cordero, A.; Martín-Barragán, B. Functional-bandwidth kernel for support vector machine with functional data: an alternating optimization algorithm. (English) Zbl 1430.90450 Eur. J. Oper. Res. 275, No. 1, 195-207 (2019). MSC: 90C20 68T10 62H30 PDFBibTeX XMLCite \textit{R. Blanquero} et al., Eur. J. Oper. Res. 275, No. 1, 195--207 (2019; Zbl 1430.90450) Full Text: DOI Link
Wang, Jin Asymptotics of generalized depth-based spread processes and applications. (English) Zbl 1409.62107 J. Multivariate Anal. 169, 363-380 (2019). MSC: 62H05 62G20 62E20 PDFBibTeX XMLCite \textit{J. Wang}, J. Multivariate Anal. 169, 363--380 (2019; Zbl 1409.62107) Full Text: DOI
Martínez-Hernández, Israel; Genton, Marc G.; González-Farías, Graciela Robust depth-based estimation of the functional autoregressive model. (English) Zbl 1471.62133 Comput. Stat. Data Anal. 131, 66-79 (2019). MSC: 62-08 62M10 62G35 62H25 62R10 PDFBibTeX XMLCite \textit{I. Martínez-Hernández} et al., Comput. Stat. Data Anal. 131, 66--79 (2019; Zbl 1471.62133) Full Text: DOI Link
Dai, Wenlin; Genton, Marc G. Directional outlyingness for multivariate functional data. (English) Zbl 1471.62049 Comput. Stat. Data Anal. 131, 50-65 (2019). MSC: 62-08 62H05 62R10 PDFBibTeX XMLCite \textit{W. Dai} and \textit{M. G. Genton}, Comput. Stat. Data Anal. 131, 50--65 (2019; Zbl 1471.62049) Full Text: DOI arXiv
Dai, Wenlin; Genton, Marc G. Multivariate functional data visualization and outlier detection. (English) Zbl 07499002 J. Comput. Graph. Stat. 27, No. 4, 923-934 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Dai} and \textit{M. G. Genton}, J. Comput. Graph. Stat. 27, No. 4, 923--934 (2018; Zbl 07499002) Full Text: DOI arXiv
Flores, Ramón; Lillo, Rosa; Romo, Juan Homogeneity test for functional data. (English) Zbl 1516.62285 J. Appl. Stat. 45, No. 5, 868-883 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Flores} et al., J. Appl. Stat. 45, No. 5, 868--883 (2018; Zbl 1516.62285) Full Text: DOI arXiv
Tarabelloni, Nicholas; Schenone, Elisa; Collin, Annabelle; Ieva, Francesca; Paganoni, Anna Maria; Gerbeau, Jean-Frederic Statistical assessment and calibration of numerical ECG models. (English) Zbl 1428.92065 JP J. Biostat. 15, No. 2, 151-173 (2018). MSC: 92C55 35Q92 34C60 62P10 PDFBibTeX XMLCite \textit{N. Tarabelloni} et al., JP J. Biostat. 15, No. 2, 151--173 (2018; Zbl 1428.92065) Full Text: DOI Link
Jiang, Yunlu; Wen, Canhong; Wang, Xueqin Adaptive exponential power depth with application to classification. (English) Zbl 1422.62221 J. Classif. 35, No. 3, 466-480 (2018). MSC: 62H30 62H12 62P10 PDFBibTeX XMLCite \textit{Y. Jiang} et al., J. Classif. 35, No. 3, 466--480 (2018; Zbl 1422.62221) Full Text: DOI
Wang, Guochang; Song, Xinyuan Functional sufficient dimension reduction for functional data classification. (English) Zbl 1422.62230 J. Classif. 35, No. 2, 250-272 (2018). MSC: 62H30 62J02 PDFBibTeX XMLCite \textit{G. Wang} and \textit{X. Song}, J. Classif. 35, No. 2, 250--272 (2018; Zbl 1422.62230) Full Text: DOI
Guillas, Serge; Sarri, Andria; Day, Simon J.; Liu, Xiaoyu; Dias, Frederic Functional emulation of high resolution tsunami modelling over cascadia. (English) Zbl 1411.62337 Ann. Appl. Stat. 12, No. 4, 2023-2053 (2018). MSC: 62P12 62M10 PDFBibTeX XMLCite \textit{S. Guillas} et al., Ann. Appl. Stat. 12, No. 4, 2023--2053 (2018; Zbl 1411.62337) Full Text: DOI Euclid
Raj, Mukund; Whitaker, Ross T. Anisotropic radial layout for visualizing centrality and structure in graphs. (English) Zbl 1503.68231 Frati, Fabrizio (ed.) et al., Graph drawing and network visualization. 25th international symposium, GD 2017, Boston, MA, USA, September 25–27, 2017. Revised selected papers. Cham: Springer. Lect. Notes Comput. Sci. 10692, 351-364 (2018). MSC: 68R10 68U05 PDFBibTeX XMLCite \textit{M. Raj} and \textit{R. T. Whitaker}, Lect. Notes Comput. Sci. 10692, 351--364 (2018; Zbl 1503.68231) Full Text: DOI arXiv
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
Paindaveine, Davy; van Bever, Germain Halfspace depths for scatter, concentration and shape matrices. (English) Zbl 1408.62100 Ann. Stat. 46, No. 6B, 3276-3307 (2018). MSC: 62H05 62G35 PDFBibTeX XMLCite \textit{D. Paindaveine} and \textit{G. van Bever}, Ann. Stat. 46, No. 6B, 3276--3307 (2018; Zbl 1408.62100) Full Text: DOI arXiv Euclid
Cleveland, Jason; Zhao, Weilong; Wu, Wei Robust template estimation for functional data with phase variability using band depth. (English) Zbl 1469.62046 Comput. Stat. Data Anal. 125, 10-26 (2018). MSC: 62-08 62R10 PDFBibTeX XMLCite \textit{J. Cleveland} et al., Comput. Stat. Data Anal. 125, 10--26 (2018; Zbl 1469.62046) Full Text: DOI
Brynjarsdottir, Jenny; Hobbs, Jonathan; Braverman, Amy; Mandrake, Lukas Optimal estimation versus MCMC for CO\(_2\) retrievals. (English) Zbl 1391.62267 J. Agric. Biol. Environ. Stat. 23, No. 2, 297-316 (2018). MSC: 62P12 86A10 PDFBibTeX XMLCite \textit{J. Brynjarsdottir} et al., J. Agric. Biol. Environ. Stat. 23, No. 2, 297--316 (2018; Zbl 1391.62267) Full Text: DOI
Agostinelli, Claudio Local half-region depth for functional data. (English) Zbl 1490.62512 J. Multivariate Anal. 163, 67-79 (2018). MSC: 62R10 62G99 62H30 62P12 PDFBibTeX XMLCite \textit{C. Agostinelli}, J. Multivariate Anal. 163, 67--79 (2018; Zbl 1490.62512) Full Text: DOI arXiv