Vitelli, Valeria A novel framework for joint sparse clustering and alignment of functional data. (English) Zbl 07814033 J. Nonparametric Stat. 36, No. 1, 182-211 (2024). MSC: 62Gxx 62H30 62M99 PDFBibTeX XMLCite \textit{V. Vitelli}, J. Nonparametric Stat. 36, No. 1, 182--211 (2024; Zbl 07814033) Full Text: DOI arXiv OA License
Barroso, M.; Alaíz, C. M.; Torrecilla, J. L.; Fernández, A. Functional diffusion maps. (English) Zbl 07800659 Stat. Comput. 34, No. 1, Paper No. 22, 16 p. (2024). MSC: 62-08 62R10 PDFBibTeX XMLCite \textit{M. Barroso} et al., Stat. Comput. 34, No. 1, Paper No. 22, 16 p. (2024; Zbl 07800659) Full Text: DOI arXiv OA License
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
Henzi, Alexander Consistent estimation of distribution functions under increasing concave and convex stochastic ordering. (English) Zbl 07813808 J. Bus. Econ. Stat. 41, No. 4, 1203-1214 (2023). MSC: 62P20 PDFBibTeX XMLCite \textit{A. Henzi}, J. Bus. Econ. Stat. 41, No. 4, 1203--1214 (2023; Zbl 07813808) Full Text: DOI arXiv
Zubkov, A. M. Statistical tests for uniformity of distribution and independence of vectors based on pairwise distances. (Russian. English summary) Zbl 07808378 Mat. Vopr. Kriptografii 14, No. 4, 55-70 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. M. Zubkov}, Mat. Vopr. Kriptografii 14, No. 4, 55--70 (2023; Zbl 07808378) Full Text: DOI MNR
Sang, Peijun; Kashlak, Adam B.; Kong, Linglong A reproducing kernel Hilbert space framework for functional classification. (English) Zbl 07792035 J. Comput. Graph. Stat. 32, No. 3, 1000-1008 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{P. Sang} et al., J. Comput. Graph. Stat. 32, No. 3, 1000--1008 (2023; Zbl 07792035) Full Text: DOI arXiv
Wang, Shuoyang; Cao, Guanqun; Shang, Zuofeng Deep neural network classifier for multidimensional functional data. (English) Zbl 07782057 Scand. J. Stat. 50, No. 4, 1667-1686 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Wang} et al., Scand. J. Stat. 50, No. 4, 1667--1686 (2023; Zbl 07782057) Full Text: DOI arXiv
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
Peña, Daniel; Tsay, Ruey S. A testing approach to clustering scalar time series. (English) Zbl 07731499 J. Time Ser. Anal. 44, No. 5-6, 667-685 (2023). MSC: 62Mxx 62F40 62H30 62M10 PDFBibTeX XMLCite \textit{D. Peña} and \textit{R. S. Tsay}, J. Time Ser. Anal. 44, No. 5--6, 667--685 (2023; Zbl 07731499) 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
Liang, Weijuan; Zhang, Qingzhao; Ma, Shuangge Locally sparse quantile estimation for a partially functional interaction model. (English) Zbl 07711802 Comput. Stat. Data Anal. 186, Article ID 107782, 19 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{W. Liang} et al., Comput. Stat. Data Anal. 186, Article ID 107782, 19 p. (2023; Zbl 07711802) Full Text: DOI arXiv
Berrendero, José R.; Bueno-Larraz, Beatriz; Cuevas, Antonio On functional logistic regression: some conceptual issues. (English) Zbl 1516.62068 Test 32, No. 1, 321-349 (2023). MSC: 62J12 62R10 PDFBibTeX XMLCite \textit{J. R. Berrendero} et al., Test 32, No. 1, 321--349 (2023; Zbl 1516.62068) Full Text: DOI arXiv
Yao, Binhong; Li, Peixing Covariance estimation error of incomplete functional data under RKHS framework. (English) Zbl 1511.62115 Appl. Math. Comput. 443, Article ID 127712, 14 p. (2023). MSC: 62H12 62H20 62R10 PDFBibTeX XMLCite \textit{B. Yao} and \textit{P. Li}, Appl. Math. Comput. 443, Article ID 127712, 14 p. (2023; Zbl 1511.62115) 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
Ebner, B.; Liebenberg, S. C.; Visagie, I. J. H. A new omnibus test of fit based on a characterization of the uniform distribution. (English) Zbl 07634808 Statistics 56, No. 6, 1364-1384 (2022). MSC: 62G10 62E10 PDFBibTeX XMLCite \textit{B. Ebner} et al., Statistics 56, No. 6, 1364--1384 (2022; Zbl 07634808) 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
Pannu, Jasdeep; Billor, Nedret Robust sparse functional regression model. (English) Zbl 07603792 Commun. Stat., Simulation Comput. 51, No. 9, 4883-4903 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Pannu} and \textit{N. Billor}, Commun. Stat., Simulation Comput. 51, No. 9, 4883--4903 (2022; Zbl 07603792) 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
Rodríguez-Casal, Alberto; Saavedra-Nieves, Paula Spatial distribution of invasive species: an extent of occurrence approach. (English) Zbl 1492.62175 Test 31, No. 2, 416-441 (2022). MSC: 62P10 62G05 62G07 62G10 62G20 PDFBibTeX XMLCite \textit{A. Rodríguez-Casal} and \textit{P. Saavedra-Nieves}, Test 31, No. 2, 416--441 (2022; Zbl 1492.62175) Full Text: DOI
Aaron, Catherine; Cholaquidis, Alejandro; Fraiman, Ricardo Estimation of surface area. (English) Zbl 1493.62149 Electron. J. Stat. 16, No. 2, 3751-3788 (2022). MSC: 62G05 62G20 PDFBibTeX XMLCite \textit{C. Aaron} et al., Electron. J. Stat. 16, No. 2, 3751--3788 (2022; Zbl 1493.62149) Full Text: DOI arXiv Link
Matsui, Muneya; Mikosch, Thomas; Roozegar, Rasool; Tafakori, Laleh Distance covariance for random fields. (English) Zbl 1493.62069 Stochastic Processes Appl. 150, 280-322 (2022). MSC: 62E20 62G20 62M40 60F05 60F25 PDFBibTeX XMLCite \textit{M. Matsui} et al., Stochastic Processes Appl. 150, 280--322 (2022; Zbl 1493.62069) Full Text: DOI arXiv
Belzunce, Félix; Franco-Pereira, Alba M.; Mulero, Julio New stochastic comparisons based on tail value at risk measures. (English) Zbl 07532303 Commun. Stat., Theory Methods 51, No. 3, 767-788 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{F. Belzunce} et al., Commun. Stat., Theory Methods 51, No. 3, 767--788 (2022; Zbl 07532303) Full Text: DOI Link
Sun, Yifan; Wang, Qihua An adaptive group Lasso approach for domain selection in functional generalized linear models. (English) Zbl 1484.62098 J. Stat. Plann. Inference 219, 13-32 (2022). MSC: 62J12 62G08 62J07 62R10 PDFBibTeX XMLCite \textit{Y. Sun} and \textit{Q. Wang}, J. Stat. Plann. Inference 219, 13--32 (2022; Zbl 1484.62098) 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
Chen, Di-Rong; Cheng, Kun; Liu, Chao Framelet block thresholding estimator for sparse functional data. (English) Zbl 1520.62422 J. Multivariate Anal. 189, Article ID 104895, 20 p. (2022). MSC: 62R10 62G05 62G08 62G20 42C40 PDFBibTeX XMLCite \textit{D.-R. Chen} et al., J. Multivariate Anal. 189, Article ID 104895, 20 p. (2022; Zbl 1520.62422) Full Text: DOI
Belli, Edoardo Smoothly adaptively centered ridge estimator. (English) Zbl 1493.62297 J. Multivariate Anal. 189, Article ID 104882, 13 p. (2022). MSC: 62H12 62F12 PDFBibTeX XMLCite \textit{E. Belli}, J. Multivariate Anal. 189, Article ID 104882, 13 p. (2022; Zbl 1493.62297) Full Text: DOI arXiv
Yang, Yang; Yang, Yanrong; Shang, Han Lin Feature extraction for functional time series: theory and application to NIR spectroscopy data. (English) Zbl 1493.62327 J. Multivariate Anal. 189, Article ID 104863, 21 p. (2022). MSC: 62H12 62F12 62M10 62H25 PDFBibTeX XMLCite \textit{Y. Yang} et al., J. Multivariate Anal. 189, Article ID 104863, 21 p. (2022; Zbl 1493.62327) Full Text: DOI arXiv
Aneiros, Germán; Novo, Silvia; Vieu, Philippe Variable selection in functional regression models: a review. (English) Zbl 1493.62293 J. Multivariate Anal. 188, Article ID 104871, 13 p. (2022). MSC: 62H12 62R10 PDFBibTeX XMLCite \textit{G. Aneiros} et al., J. Multivariate Anal. 188, Article ID 104871, 13 p. (2022; Zbl 1493.62293) Full Text: DOI
Beliakov, Gleb; Wu, Jian-Zhang Random generation of capacities and its application in comprehensive decision aiding. (English) Zbl 07775840 Inf. Sci. 577, 424-435 (2021). MSC: 90B50 62H10 PDFBibTeX XMLCite \textit{G. Beliakov} and \textit{J.-Z. Wu}, Inf. Sci. 577, 424--435 (2021; Zbl 07775840) Full Text: DOI
Mahmoudi, Mohammad Reza A computational technique to classify several fractional Brownian motion processes. (English) Zbl 1498.60151 Chaos Solitons Fractals 150, Article ID 111152, 5 p. (2021); corrigendum ibid. 161, Article ID 112386, 1 p. (2022). MSC: 60G22 62M10 92D30 PDFBibTeX XMLCite \textit{M. R. Mahmoudi}, Chaos Solitons Fractals 150, Article ID 111152, 5 p. (2021; Zbl 1498.60151) Full Text: DOI
Majumder, Priyanka; Mitra, Murari Detecting trend change in hazard functions – an \(L\)-statistic approach. (English) Zbl 1477.62112 Stat. Pap. 62, No. 1, 31-52 (2021). MSC: 62G10 62N05 62E20 62G20 PDFBibTeX XMLCite \textit{P. Majumder} and \textit{M. Mitra}, Stat. Pap. 62, No. 1, 31--52 (2021; Zbl 1477.62112) Full Text: DOI
La Rocca, Michele; Giordano, Francesco; Perna, Cira Clustering nonlinear time series with neural network bootstrap forecast distributions. (English) Zbl 1520.62109 Int. J. Approx. Reasoning 137, 1-15 (2021). MSC: 62M10 62H30 68T05 91B84 PDFBibTeX XMLCite \textit{M. La Rocca} et al., Int. J. Approx. Reasoning 137, 1--15 (2021; Zbl 1520.62109) 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
Ghosh, Shyamal; Mitra, Murari A new test for exponentiality against HNBUE alternatives. (English) Zbl 07549017 Commun. Stat., Theory Methods 49, No. 1, 27-43 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Ghosh} and \textit{M. Mitra}, Commun. Stat., Theory Methods 49, No. 1, 27--43 (2020; Zbl 07549017) Full Text: DOI
Liebl, Dominik; Rameseder, Stefan; Rust, Christoph Improving estimation in functional linear regression with points of impact: insights into Google AdWords. (English) Zbl 07500359 J. Comput. Graph. Stat. 29, No. 4, 814-826 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{D. Liebl} et al., J. Comput. Graph. Stat. 29, No. 4, 814--826 (2020; Zbl 07500359) Full Text: DOI arXiv
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
Lafuente-Rego, B.; D’Urso, P.; Vilar, J. A. Robust fuzzy clustering based on quantile autocovariances. (English) Zbl 1467.62118 Stat. Pap. 61, No. 6, 2393-2448 (2020). MSC: 62H86 62H30 62G08 62M10 62P05 PDFBibTeX XMLCite \textit{B. Lafuente-Rego} et al., Stat. Pap. 61, No. 6, 2393--2448 (2020; Zbl 1467.62118) Full Text: DOI Link
Blanquero, Rafael; Carrizosa, Emilio; Jiménez-Cordero, Asunción; Martín-Barragán, Belén Selection of time instants and intervals with support vector regression for multivariate functional data. (English) Zbl 1458.62322 Comput. Oper. Res. 123, Article ID 105050, 24 p. (2020). MSC: 62R07 62G08 62H30 62R10 68T05 PDFBibTeX XMLCite \textit{R. Blanquero} et al., Comput. Oper. Res. 123, Article ID 105050, 24 p. (2020; Zbl 1458.62322) Full Text: DOI Link
Aaron, Catherine; Cholaquidis, Alejandro On boundary detection. (English. French summary) Zbl 1460.62054 Ann. Inst. Henri Poincaré, Probab. Stat. 56, No. 3, 2028-2050 (2020). MSC: 62G10 62H15 62R30 60D05 60G60 PDFBibTeX XMLCite \textit{C. Aaron} and \textit{A. Cholaquidis}, Ann. Inst. Henri Poincaré, Probab. Stat. 56, No. 3, 2028--2050 (2020; Zbl 1460.62054) Full Text: DOI arXiv Euclid
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
Modarres, Reza; Song, Yu Multivariate power series interpoint distances. (English) Zbl 1458.62107 Stat. Methods Appl. 29, No. 4, 955-982 (2020). MSC: 62H10 62H15 62E15 PDFBibTeX XMLCite \textit{R. Modarres} and \textit{Y. Song}, Stat. Methods Appl. 29, No. 4, 955--982 (2020; Zbl 1458.62107) Full Text: DOI
Ebner, Bruno; Nestmann, Franz; Schulte, Matthias Testing multivariate uniformity based on random geometric graphs. (English) Zbl 1459.62085 Electron. J. Stat. 14, No. 2, 4273-4320 (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H15 62G10 62G20 62G30 60D05 62P10 92B15 PDFBibTeX XMLCite \textit{B. Ebner} et al., Electron. J. Stat. 14, No. 2, 4273--4320 (2020; Zbl 1459.62085) Full Text: DOI arXiv Euclid
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
Berrendero, José R.; Bueno-Larraz, Beatriz; Cuevas, Antonio On Mahalanobis distance in functional settings. (English) Zbl 1497.62372 J. Mach. Learn. Res. 21, Paper No. 9, 33 p. (2020). MSC: 62R10 62H12 68T05 PDFBibTeX XMLCite \textit{J. R. Berrendero} et al., J. Mach. Learn. Res. 21, Paper No. 9, 33 p. (2020; Zbl 1497.62372) Full Text: arXiv Link
Torrecilla, José L.; Ramos-Carreño, Carlos; Sánchez-Montañés, Manuel; Suárez, Alberto Optimal classification of Gaussian processes in homo- and heteroscedastic settings. (English) Zbl 1448.62209 Stat. Comput. 30, No. 4, 1091-1111 (2020). MSC: 62R10 62H30 60G15 46E22 PDFBibTeX XMLCite \textit{J. L. Torrecilla} et al., Stat. Comput. 30, No. 4, 1091--1111 (2020; Zbl 1448.62209) Full Text: DOI Link
Oviedo de la Fuente, Manuel; Cabo, Carlos; Ordóñez, Celestino; Roca-Pardiñas, Javier Optimum scale selection for 3D point cloud classification through distance correlation. (English) Zbl 1444.62166 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., 213-220 (2020). MSC: 62R10 62H30 62H20 68T05 PDFBibTeX XMLCite \textit{M. Oviedo de la Fuente} 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. 213--220 (2020; Zbl 1444.62166) Full Text: DOI
Landaluce-Calvo, M. Isabel; Modroño-Herrán, Juan I. Classification for time series data. An unsupervised approach based on reduction of dimensionality. (English) Zbl 07223607 J. Classif. 37, No. 2, 380-398 (2020). MSC: 62H30 PDFBibTeX XMLCite \textit{M. I. Landaluce-Calvo} and \textit{J. I. Modroño-Herrán}, J. Classif. 37, No. 2, 380--398 (2020; Zbl 07223607) Full Text: DOI
Zhou, Yang; Chen, Di-Rong Optimal rate for prediction when predictor and response are functions. (English) Zbl 1457.62397 Anal. Appl., Singap. 18, No. 4, 697-714 (2020). MSC: 62R10 62M20 62G05 62G20 62C20 60G25 46E22 PDFBibTeX XMLCite \textit{Y. Zhou} and \textit{D.-R. Chen}, Anal. Appl., Singap. 18, No. 4, 697--714 (2020; Zbl 1457.62397) Full Text: DOI
Luini, E.; Arbenz, P. Density estimation of multivariate samples using Wasserstein distance. (English) Zbl 07194281 J. Stat. Comput. Simulation 90, No. 2, 181-210 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{E. Luini} and \textit{P. Arbenz}, J. Stat. Comput. Simulation 90, No. 2, 181--210 (2020; Zbl 07194281) 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
Zhou, Yang; Chen, Di-Rong The optimal rate of canonical correlation analysis for stochastic processes. (English) Zbl 1437.62212 J. Stat. Plann. Inference 207, 276-287 (2020). MSC: 62H20 62G20 62R10 46E22 PDFBibTeX XMLCite \textit{Y. Zhou} and \textit{D.-R. Chen}, J. Stat. Plann. Inference 207, 276--287 (2020; Zbl 1437.62212) 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
Song, Yu; Modarres, Reza Interpoint distance test of homogeneity for multivariate mixture models. (English) Zbl 07763608 Int. Stat. Rev. 87, No. 3, 613-638 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Song} and \textit{R. Modarres}, Int. Stat. Rev. 87, No. 3, 613--638 (2019; Zbl 07763608) Full Text: DOI
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
Sinova, Beatriz; Van Aelst, Stefan Empirical analysis of the maximum asymptotic bias of location estimators for fuzzy number-valued data. (English) Zbl 1471.62294 Int. J. Approx. Reasoning 113, 1-13 (2019). MSC: 62F86 62F10 62R40 PDFBibTeX XMLCite \textit{B. Sinova} and \textit{S. Van Aelst}, Int. J. Approx. Reasoning 113, 1--13 (2019; Zbl 1471.62294) Full Text: DOI Link
Majumder, Priyanka; Mitra, Murari A test for detecting Laplace order dominance and related Bahadur efficiency issues. (English) Zbl 1432.62349 Stat. Pap. 60, No. 6, 1921-1937 (2019). MSC: 62N05 62G10 PDFBibTeX XMLCite \textit{P. Majumder} and \textit{M. Mitra}, Stat. Pap. 60, No. 6, 1921--1937 (2019; Zbl 1432.62349) Full Text: DOI
Alonso, Andrés M.; Peña, Daniel Clustering time series by linear dependency. (English) Zbl 1430.62191 Stat. Comput. 29, No. 4, 655-676 (2019). MSC: 62M10 62H30 65C05 PDFBibTeX XMLCite \textit{A. M. Alonso} and \textit{D. Peña}, Stat. Comput. 29, No. 4, 655--676 (2019; Zbl 1430.62191) 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
Berrendero, José R.; Bueno-Larraz, Beatriz; Cuevas, Antonio An RKHS model for variable selection in functional linear regression. (English) Zbl 1416.62331 J. Multivariate Anal. 170, 25-45 (2019). MSC: 62H30 62G05 62J05 46E22 PDFBibTeX XMLCite \textit{J. R. Berrendero} et al., J. Multivariate Anal. 170, 25--45 (2019; Zbl 1416.62331) Full Text: DOI arXiv
Aneiros, Germán; Cao, Ricardo; Fraiman, Ricardo; Genest, Christian; Vieu, Philippe Recent advances in functional data analysis and high-dimensional statistics. (English) Zbl 1415.62043 J. Multivariate Anal. 170, 3-9 (2019). MSC: 62H25 62G08 00B15 62-02 PDFBibTeX XMLCite \textit{G. Aneiros} et al., J. Multivariate Anal. 170, 3--9 (2019; Zbl 1415.62043) 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
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
Berrendero, José R.; Cuevas, Antonio; Torrecilla, José L. On the use of reproducing kernel Hilbert spaces in functional classification. (English) Zbl 1402.68152 J. Am. Stat. Assoc. 113, No. 523, 1210-1218 (2018). MSC: 68T05 46E22 62G08 62H30 PDFBibTeX XMLCite \textit{J. R. Berrendero} et al., J. Am. Stat. Assoc. 113, No. 523, 1210--1218 (2018; Zbl 1402.68152) Full Text: DOI arXiv
Tao, Long; Weber, Karoline E.; Arai, Kensuke; Eden, Uri T. A common goodness-of-fit framework for neural population models using marked point process time-rescaling. (English) Zbl 1402.92120 J. Comput. Neurosci. 45, No. 2, 147-162 (2018). MSC: 92C20 62P10 PDFBibTeX XMLCite \textit{L. Tao} et al., J. Comput. Neurosci. 45, No. 2, 147--162 (2018; Zbl 1402.92120) 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
Henze, Norbert On the consistency of the spacings test for multivariate uniformity, including on manifolds. (English) Zbl 1401.62089 J. Appl. Probab. 55, No. 2, 659-665 (2018). MSC: 62H15 62G10 62G20 60D05 PDFBibTeX XMLCite \textit{N. Henze}, J. Appl. Probab. 55, No. 2, 659--665 (2018; Zbl 1401.62089) Full Text: DOI arXiv
Ebner, Bruno; Henze, Norbert; Klatt, Michael A.; Mecke, Klaus Goodness-of-fit tests for complete spatial randomness based on Minkowski functionals of binary images. (English) Zbl 1404.62045 Electron. J. Stat. 12, No. 2, 2873-2904 (2018). Reviewer: Wiesław Dziubdziela (Miedziana Gora) MSC: 62G10 60G55 62M30 62P35 85A25 PDFBibTeX XMLCite \textit{B. Ebner} et al., Electron. J. Stat. 12, No. 2, 2873--2904 (2018; Zbl 1404.62045) Full Text: DOI arXiv Euclid
Peremans, Kris; van Aelst, Stefan Robust inference for seemingly unrelated regression models. (English) Zbl 1406.62024 J. Multivariate Anal. 167, 212-224 (2018). Reviewer: Salim Bouzebda (Compiègne) MSC: 62F35 62J05 62H12 62F40 62H15 PDFBibTeX XMLCite \textit{K. Peremans} and \textit{S. van Aelst}, J. Multivariate Anal. 167, 212--224 (2018; Zbl 1406.62024) Full Text: DOI arXiv Link
Vieu, Philippe On dimension reduction models for functional data. (English) Zbl 1489.62421 Stat. Probab. Lett. 136, 134-138 (2018). MSC: 62R10 62R07 PDFBibTeX XMLCite \textit{P. Vieu}, Stat. Probab. Lett. 136, 134--138 (2018; Zbl 1489.62421) Full Text: DOI
Cuevas, Antonio; Pateiro-López, Beatriz Polynomial volume estimation and its applications. (English) Zbl 1432.62071 J. Stat. Plann. Inference 196, 174-184 (2018). MSC: 62G05 60D05 62G20 PDFBibTeX XMLCite \textit{A. Cuevas} and \textit{B. Pateiro-López}, J. Stat. Plann. Inference 196, 174--184 (2018; Zbl 1432.62071) Full Text: DOI Link
Cinar, Ozan; Ilk, Ozlem; Iyigun, Cem Clustering of short time-course gene expression data with dissimilar replicates. (English) Zbl 1392.92054 Ann. Oper. Res. 263, No. 1-2, 405-428 (2018). MSC: 92D10 92C40 62H30 PDFBibTeX XMLCite \textit{O. Cinar} et al., Ann. Oper. Res. 263, No. 1--2, 405--428 (2018; Zbl 1392.92054) Full Text: DOI
Vepakomma, Praneeth; Tonde, Chetan; Elgammal, Ahmed Supervised dimensionality reduction via distance correlation maximization. (English) Zbl 1390.62105 Electron. J. Stat. 12, No. 1, 960-984 (2018). MSC: 62H20 62G08 62G20 PDFBibTeX XMLCite \textit{P. Vepakomma} et al., Electron. J. Stat. 12, No. 1, 960--984 (2018; Zbl 1390.62105) Full Text: DOI arXiv Euclid
Ebner, Bruno; Henze, Norbert; Yukich, Joseph E. Multivariate goodness-of-fit on flat and curved spaces via nearest neighbor distances. (English) Zbl 1397.62201 J. Multivariate Anal. 165, 231-242 (2018). MSC: 62H15 60F05 60D05 PDFBibTeX XMLCite \textit{B. Ebner} et al., J. Multivariate Anal. 165, 231--242 (2018; Zbl 1397.62201) 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
Ghosh, Shyamal; Mitra, Murari A weighted integral approach to testing against HNBUE alternatives. (English) Zbl 1457.62133 Stat. Probab. Lett. 129, 58-64 (2017). MSC: 62G10 62N05 90B25 PDFBibTeX XMLCite \textit{S. Ghosh} and \textit{M. Mitra}, Stat. Probab. Lett. 129, 58--64 (2017; Zbl 1457.62133) Full Text: DOI
Yang, Mengta; Modarres, Reza Multivariate tests of uniformity. (English) Zbl 1416.62304 Stat. Pap. 58, No. 3, 627-639 (2017). MSC: 62H15 60E05 62H05 PDFBibTeX XMLCite \textit{M. Yang} and \textit{R. Modarres}, Stat. Pap. 58, No. 3, 627--639 (2017; Zbl 1416.62304) Full Text: DOI
De Luca, Giovanni; Zuccolotto, Paola A double clustering algorithm for financial time series based on extreme events. (English) Zbl 1362.60051 Stat. Risk. Model. 34, No. 1-2, 1-12 (2017). MSC: 60G70 62M10 PDFBibTeX XMLCite \textit{G. De Luca} and \textit{P. Zuccolotto}, Stat. Risk. Model. 34, No. 1--2, 1--12 (2017; Zbl 1362.60051) Full Text: DOI Link
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
Berrendero, J. R.; Cuevas, A.; Torrecilla, J. L. The mRMR variable selection method: a comparative study for functional data. (English) Zbl 1510.62274 J. Stat. Comput. Simulation 86, No. 5, 891-907 (2016). MSC: 62H30 62H20 62R10 PDFBibTeX XMLCite \textit{J. R. Berrendero} et al., J. Stat. Comput. Simulation 86, No. 5, 891--907 (2016; Zbl 1510.62274) Full Text: DOI arXiv Link
Sordo, Miguel A.; de Souza, Marilia C.; Suárez-Llorens, Alfonso Testing variability orderings by using Gini’s mean differences. (English) Zbl 1487.62039 Stat. Methodol. 32, 63-76 (2016). MSC: 62G10 60E15 62P20 PDFBibTeX XMLCite \textit{M. A. Sordo} et al., Stat. Methodol. 32, 63--76 (2016; Zbl 1487.62039) Full Text: DOI
Barbosa, S. M.; Gouveia, S.; Scotto, M. G.; Alonso, A. M. Wavelet-based clustering of sea level records. (English) Zbl 1397.86022 Math. Geosci. 48, No. 2, 149-162 (2016). MSC: 86A32 86A05 86A10 62M10 PDFBibTeX XMLCite \textit{S. M. Barbosa} et al., Math. Geosci. 48, No. 2, 149--162 (2016; Zbl 1397.86022) Full Text: DOI Link
Salibian-Barrera, Matias; Van Aelst, Stefan; Yohai, Víctor J. Robust tests for linear regression models based on \(\tau\)-estimates. (English) Zbl 1468.62171 Comput. Stat. Data Anal. 93, 436-455 (2016). MSC: 62-08 62F35 62J05 62J10 PDFBibTeX XMLCite \textit{M. Salibian-Barrera} et al., Comput. Stat. Data Anal. 93, 436--455 (2016; Zbl 1468.62171) Full Text: DOI Link
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
Rodríguez-Casal, A.; Saavedra-Nieves, P. A fully data-driven method for estimating the shape of a point cloud. (English) Zbl 1357.62228 ESAIM, Probab. Stat. 20, 332-348 (2016). MSC: 62H35 62H15 62G05 62G20 PDFBibTeX XMLCite \textit{A. Rodríguez-Casal} and \textit{P. Saavedra-Nieves}, ESAIM, Probab. Stat. 20, 332--348 (2016; Zbl 1357.62228) Full Text: DOI arXiv
Berrendero, José R.; Cuevas, Antonio; Pateiro-López, Beatriz Shape classification based on interpoint distance distributions. (English) Zbl 1336.62171 J. Multivariate Anal. 146, 237-247 (2016). MSC: 62H30 62H35 PDFBibTeX XMLCite \textit{J. R. Berrendero} et al., J. Multivariate Anal. 146, 237--247 (2016; Zbl 1336.62171) Full Text: DOI
Goia, Aldo (ed.); Vieu, Philippe (ed.) An introduction to recent advances in high/infinite dimensional statistics. (English) Zbl 1384.00073 J. Multivariate Anal. 146, 1-6 (2016). MSC: 00B15 62-06 62Hxx PDFBibTeX XMLCite \textit{A. Goia} (ed.) and \textit{P. Vieu} (ed.), J. Multivariate Anal. 146, 1--6 (2016; Zbl 1384.00073) Full Text: DOI
Liu, Yin; Tian, Guo-Liang Type I multivariate zero-inflated Poisson distribution with applications. (English) Zbl 1507.62117 Comput. Stat. Data Anal. 83, 200-222 (2015). MSC: 62-08 62F03 62F05 62H10 PDFBibTeX XMLCite \textit{Y. Liu} and \textit{G.-L. Tian}, Comput. Stat. Data Anal. 83, 200--222 (2015; Zbl 1507.62117) Full Text: DOI
Kim, Hea-Jung A best linear threshold classification with scale mixture of skew normal populations. (English) Zbl 1342.65038 Comput. Stat. 30, No. 1, 1-28 (2015). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{H.-J. Kim}, Comput. Stat. 30, No. 1, 1--28 (2015; Zbl 1342.65038) 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
Zardasht, V. A test for the increasing convex order based on the cumulative residual entropy. (English) Zbl 1327.62500 J. Korean Stat. Soc. 44, No. 4, 491-497 (2015). MSC: 62N05 62G10 PDFBibTeX XMLCite \textit{V. Zardasht}, J. Korean Stat. Soc. 44, No. 4, 491--497 (2015; Zbl 1327.62500) 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
Zhang, Jianling; Zhang, Zhongzhan; Wang, Weizhen Testing against second-order stochastic dominance of multiple distributions. (English) Zbl 1312.62023 Int. J. Biomath. 8, No. 3, Article ID 1550040, 12 p. (2015). MSC: 62E15 62H10 PDFBibTeX XMLCite \textit{J. Zhang} et al., Int. J. Biomath. 8, No. 3, Article ID 1550040, 12 p. (2015; Zbl 1312.62023) Full Text: DOI