Ocampo R., David L.; Riaño-Rojas, J. C.; Martínez H., Lorenzo J. Regression model with scalar response and temporally and spatially correlated functional predictors. (English) Zbl 07907967 Int. J. Math. Comput. Sci. 20, No. 1, 109-122 (2025). MSC: 62H12 62H86 60E10 62H12 × Cite Format Result Cite Review PDF Full Text: DOI
Gertheiss, Jan; Rügamer, David; Liew, Bernard X. W.; Greven, Sonja Functional data analysis: an introduction and recent developments. (English) Zbl 07954766 Biom. J. 66, No. 7, Article ID e202300363, 32 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Burbano-Moreno, Alvaro Alexander; Mayrink, Vinícius Diniz Gaussian modeling with B-splines for spatial functional data on irregular domains. (English) Zbl 07954308 Statistics 58, No. 6, 1304-1331 (2024). MSC: 62F15 62R10 62H11 × Cite Format Result Cite Review PDF Full Text: DOI
Bouka, Stéphane; Bello, Kowir Pambo; Nkiet, Guy Martial On estimation and prediction in a spatial semi-functional linear regression model with derivatives. (English) Zbl 07951879 Math. Methods Stat. 33, No. 3, 310-326 (2024). MSC: 62-XX 92-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Sanchez S., Deniz A.; Guevara G., Rubén D.; Calderón V., Sergio A. Comparison of two statistical methodologies for a binary classification problem of two-dimensional images. (English) Zbl 07949361 J. Appl. Stat. 51, No. 12, 2279-2297 (2024). MSC: 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Shuoyang; Zhang, Wanyu; Cao, Guanqun; Huang, Yuan Functional data analysis using deep neural networks. (English) Zbl 07948877 Wiley Interdiscip. Rev., WIREs Comput. Stat. 16, No. 4, Article ID e70001, 19 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
de Silva, Galappaththige S. R.; Choudhary, Pankaj K. Tolerance bands for exponential family functional data. (English. French summary) Zbl 07948550 Can. J. Stat. 52, No. 4, Article ID e11808, 17 p. (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Nesrine, Kara-Terki Tests in functional autoregressive processes via local asymptotic normality condition. (English) Zbl 07947353 Commun. Stat., Theory Methods 53, No. 23, 8556-8570 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Berrendero, José R.; Cholaquidis, Alejandro; Cuevas, Antonio On the functional regression model and its finite-dimensional approximations. (English) Zbl 07946071 Stat. Pap. 65, No. 8, 5167-5201 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Wegner, Lea; Wendler, Martin Robust change-point detection for functional time series based on \(U\)-statistics and dependent wild bootstrap. (English) Zbl 07946057 Stat. Pap. 65, No. 7, 4767-4810 (2024). MSC: 62R10 62G35 62M10 62F40 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Austin, Edward; Eckley, Idris A.; Bardwell, Lawrence Detection of emergent anomalous structure in functional data. (English) Zbl 07943398 Technometrics 66, No. 4, 614-624 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI
Capezza, Christian; Centofanti, Fabio; Lepore, Antonio; Palumbo, Biagio Robust multivariate functional control chart. (English) Zbl 07943392 Technometrics 66, No. 4, 531-547 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Seo, Won-Ki; Shang, Han Lin Fractionally integrated curve time series with cointegration. (English) Zbl 07941328 Electron. J. Stat. 18, No. 2, 3858-3902 (2024). MSC: 37M10 62F03 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Yeon, Hyemin; Dai, Xiongtao; Nordman, Daniel J. Bootstrap inference in functional linear regression models with scalar response under heteroscedasticity. (English) Zbl 07941321 Electron. J. Stat. 18, No. 2, 3590-3627 (2024). MSC: 62R10 62G09 62E20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Mimouni, Daniel W.; Malisani, Paul; Zhu, Jiamin; de Oliveira, Welington Computing Wasserstein barycenters via operator splitting: the method of averaged marginals. (English) Zbl 07938973 SIAM J. Math. Data Sci. 6, No. 4, 1000-1026 (2024). MSC: 46N10 90C08 90C05 90C25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Tsai, Katherine; Zhao, Boxin; Koyejo, Sanmi; Kolar, Mladen Latent multimodal functional graphical model estimation. (English) Zbl 07937810 J. Am. Stat. Assoc. 119, No. 547, 2217-2229 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bortolotti, Teresa; Peli, Riccardo; Lanzano, Giovanni; Sgobba, Sara; Menafoglio, Alessandra Weighted functional data analysis for the calibration of a ground motion model in Italy. (English) Zbl 07937770 J. Am. Stat. Assoc. 119, No. 547, 1697-1708 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Dai, Xiaotian; Acosta, Nicole; Lu, Xuewen; Hubert, Casey R. J.; Lee, Jangwoo; Frankowski, Kevin; Bautista, Maria A.; Waddell, Barbara J.; Du, Kristine; McCalder, Janine; Meddings, Jon; Ruecker, Norma; Williamson, Tyler; Southern, Danielle A.; Hollman, Jordan; Achari, Gopal; Ryan, M. Cathryn; Hrudey, Steve E.; Lee, Bonita E.; Pang, Xiaoli; Clark, Rhonda G.; Parkins, Michael D.; Chekouo, Thierry A Bayesian framework for modeling COVID-19 case numbers through longitudinal monitoring of SARS-CoV-2 RNA in wastewater. (English) Zbl 07936518 Stat. Med. 43, No. 6, 1153-1169 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Tucker, J. Derek; Yarger, Drew Elastic functional changepoint detection of climate impacts from localized sources. (English) Zbl 07933658 Environmetrics 35, No. 1, Article ID e2826, 18 p. (2024). MSC: 62P12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Yang, Xiaorong; Chen, Jia; Li, Degui; Li, Runze Functional-coefficient quantile regression for panel data with latent group structure. (English) Zbl 07933391 J. Bus. Econ. Stat. 42, No. 3, 1026-1040 (2024). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Almanjahie, Ibrahim M.; Bouzebda, Salim; Kaid, Zoulikha; Laksaci, Ali The local linear functional \(k\)NN estimator of the conditional expectile: uniform consistency in number of neighbors. (English) Zbl 07930054 Metrika 87, No. 8, 1007-1035 (2024). MSC: 62G05 62G08 62G20 62H12 × Cite Format Result Cite Review PDF Full Text: DOI
Zhong, Rou; Zhang, Chunming; Zhang, Jingxiao Locally sparse estimator of generalized varying coefficient model for asynchronous longitudinal data. (English) Zbl 07928667 Stat. Sin. 34, No. 4, 1903-1921 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Sung, Chih-Li; Wang, Wenjia; Cakoni, Fioralba; Harris, Isaac; Hung, Ying Functional-input Gaussian processes with applications to inverse scattering problems. (English) Zbl 07928666 Stat. Sin. 34, No. 4, 1883-1902 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Sun, Jiehuan; Lee, Kuang-Yao Generalized functional linear model with a point process predictor. (English) Zbl 1545.62580 Stat. Med. 43, No. 8, 1564-1576 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Ji, Jiadong; Hou, Zhendong; He, Yong; Liu, Lei; Xue, Fuzhong; Chen, Hao; Yuan, Zhongshang Differential network knockoff filter with application to brain connectivity analysis. (English) Zbl 1545.62372 Stat. Med. 43, No. 20, 3830-3861 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Chiou, Jeng-Min; Li, Pai-Ling Modeling curves and derivatives as predictors for traffic breakdown probabilities. (English) Zbl 07923927 Ann. Appl. Stat. 18, No. 3, 2230-2253 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI Link
Consagra, William; Cole, Martin; Qiu, Xing; Zhang, Zhengwu Continuous and atlas-free analysis of brain structural connectivity. (English) Zbl 07923908 Ann. Appl. Stat. 18, No. 3, 1815-1839 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Shim, Heejung; Xing, Zhengrong; Pantaleo, Ester; Luca, Francesca; Pique-Regi, Roger; Stephens, Matthew Multiscale Poisson process approaches for detecting and estimating differences from high-throughput sequencing assays. (English) Zbl 07923906 Ann. Appl. Stat. 18, No. 3, 1773-1788 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Harrington, Heather A.; Stillman, Mike; Veliz-Cuba, Alan Algebraic network reconstruction of discrete dynamical systems. (English) Zbl 07923889 Adv. Appl. Math. 161, Article ID 102760, 23 p. (2024). MSC: 13P25 37N25 92B05 05E40 46N60 92C42 68R10 90B10 97N70 62-07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kryspin, Marek; Mierczyński, Janusz Systems of parabolic equations with delays: continuous dependence on parameters. (English) Zbl 07923499 J. Differ. Equations 409, 532-591 (2024). MSC: 35B30 35B65 35K51 46N20 35R05 35R10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kokoszka, Piotr; Kutta, Tim; Mohammadi, Neda; Wang, Haonan; Wang, Shixuan Detection of a structural break in intraday volatility pattern. (English) Zbl 07923193 Stochastic Processes Appl. 176, Article ID 104426, 15 p. (2024). MSC: 62R10 62G10 62M10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Krzyśko, Mirosław; Smaga, Łukasz Application of distance standard deviation in functional data analysis. (English) Zbl 07921719 Adv. Data Anal. Classif., ADAC 18, No. 2, 431-454 (2024). MSC: 62R10 62H15 × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Haiyan; Houwing-Duistermaat, Jeanine On estimation of covariance function for functional data with detection limits. (English) Zbl 07919214 J. Nonparametric Stat. 36, No. 3, 730-748 (2024). MSC: 62G05 62G20 62N01 × Cite Format Result Cite Review PDF Full Text: DOI
Bongiorno, Enea G.; Chan, Lax; Goia, Aldo Detecting the complexity of a functional time series. (English) Zbl 07919209 J. Nonparametric Stat. 36, No. 3, 600-622 (2024). MSC: 62Gxx 62R10 62G05 × Cite Format Result Cite Review PDF Full Text: DOI
Dabo-Niang, Sophie; Frévent, Camille Uncovering Data across continua: an introduction to functional data analysis. (English) Zbl 07918793 Notices Am. Math. Soc. 71, No. 7, 869-877 (2024). MSC: 62R10 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
De Magistris, Anna; De Simone, Valentina; Romano, Elvira; Toraldo, Gerardo Roughness regularization for functional data analysis with free knots spline estimation. (English) Zbl 1545.62031 Stat. Comput. 34, No. 5, Paper No. 165, 11 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chen, Yaqing; Lin, Shu-Chin; Zhou, Yang; Carmichael, Owen; Müller, Hans-Georg; Wang, Jane-Ling Gradient synchronization for multivariate functional data, with application to brain connectivity. (English) Zbl 07914028 J. R. Stat. Soc., Ser. B, Stat. Methodol. 86, No. 3, 694-713 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Shuoyang; Huang, Yuan; Cao, Guanqun Review on functional data classification. (English) Zbl 1545.62150 Wiley Interdiscip. Rev., WIREs Comput. Stat. 16, No. 1, Article ID e1638, 18 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Meyer, Mark J. Advances in estimation and inference for historical functional linear models. (English) Zbl 1545.62103 Wiley Interdiscip. Rev., WIREs Comput. Stat. 16, No. 1, Article ID e1627, 18 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Yan, Xingyu; Yu, Jiaqian; Ding, Weiyong; Wang, Hao; Zhao, Peng A novel two-way functional linear model with applications in human mortality data analysis. (English) Zbl 07912620 J. Appl. Stat. 51, No. 10, 2025-2038 (2024). MSC: 62-XX 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Ghodrati, Laya; Panaretos, Victor M. On distributional autoregression and iterated transportation. (English) Zbl 07912366 J. Time Ser. Anal. 45, No. 5, 739-770 (2024). MSC: 62Mxx 62R10 15A99 62M15 60G17 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Balogoun, Armando Sosthène Kali; Nkiet, Guy Martial Homogeneity tests for several distributions in Hilbert space based on multiple maximum variance discrepancy. (English. French summary) Zbl 1544.62245 C. R. Math. Acad. Sci., Soc. R. Can. 46, No. 3, 46-78 (2024). MSC: 62G10 62E20 46E22 × Cite Format Result Cite Review PDF Full Text: Link
Santoro, Leonardo V.; Waghmare, Kartik G.; Panaretos, Victor M. A Karhunen-Loève theorem for random flows in Hilbert spaces. (English) Zbl 1544.60014 Electron. Commun. Probab. 29, Paper No. 30, 12 p. (2024). MSC: 60B12 47N30 62H25 62R10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Yu, Ping; Song, Xinyuan; Du, Jiang Composite expectile estimation in partial functional linear regression model. (English) Zbl 07904784 J. Multivariate Anal. 203, Article ID 105343, 19 p. (2024). MSC: 62Hxx 62R10 62G08 × Cite Format Result Cite Review PDF Full Text: DOI
Banerjee, Bilol Testing distributional equality for functional random variables. (English) Zbl 07904767 J. Multivariate Anal. 203, Article ID 105318, 21 p. (2024). MSC: 62Hxx 62E20 62G05 62G09 62G10 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Gnettner, Felix; Kirch, Claudia; Nieto-Reyes, Alicia Symmetrisation of a class of two-sample tests by mutually considering depth ranks including functional spaces. (English) Zbl 07904149 Electron. J. Stat. 18, No. 2, 3021-3106 (2024). MSC: 62G10 62G20 62H15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Xia, Lili; Du, Jiang; Zhang, Zhongzhan A nonparametric model checking test for functional linear composite quantile regression models. (English) Zbl 1544.62242 J. Syst. Sci. Complex. 37, No. 4, 1714-1737 (2024). MSC: 62G08 62G10 62G20 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Benth, Fred Espen; Schroers, Dennis; Veraart, Almut E. D. A feasible central limit theorem for realised covariation of SPDEs in the context of functional data. (English) Zbl 07899444 Ann. Appl. Probab. 34, No. 2, 2208-2242 (2024). MSC: 62E20 46N30 60H15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Tengteng, Xu; Zhang, Xiuzhen; Zhang, Riquan Estimation of a clustering model for non Gaussian functional data. (English) Zbl 07897863 Commun. Stat., Theory Methods 53, No. 18, 6462-6476 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Zhengyu; Wang, Xinyi; Feng, Zhenghui Variable selection for functional additive models and an application to the population age structure data. (Chinese. English summary) Zbl 07895234 Chin. J. Appl. Probab. Stat. 40, No. 1, 75-91 (2024). MSC: 62R10 62J07 × Cite Format Result Cite Review PDF Full Text: DOI
Sharif, Bardia; Alferink, Dirk; Heertjes, Marcel; Nijmeijer, Hendrik; Heemels, Maurice Analysis of sampled-data hybrid integrator-gain systems: a discrete-time approach. (English) Zbl 1542.93252 Automatica 167, Article ID 111765, 13 p. (2024). MSC: 93C57 93C30 93C55 93D25 × Cite Format Result Cite Review PDF Full Text: DOI
Gurer, Sude; Shang, Han Lin; Mandal, Abhijit; Beyaztas, Ufuk Locally sparse and robust partial least squares in scalar-on-function regression. (English) Zbl 1542.62012 Stat. Comput. 34, No. 5, Paper No. 150, 17 p. (2024). MSC: 62-08 62F35 62J05 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Čoupek, Petr; Dolník, Viktor; Hlávka, Zdeněk; Hlubinka, Daniel Fourier approach to goodness-of-fit tests for Gaussian random processes. (English) Zbl 1541.62402 Stat. Pap. 65, No. 5, 2937-2972 (2024). MSC: 62R10 62G10 62G20 60G22 × Cite Format Result Cite Review PDF Full Text: DOI
Ye, Jun Functional principal component models for sparse and irregularly spaced data by Bayesian inference. (English) Zbl 07887834 J. Appl. Stat. 51, No. 7, 1287-1317 (2024). MSC: 62-XX 62C10 62R10 65F50 × Cite Format Result Cite Review PDF Full Text: DOI
Khademnoe, Omid; Hosseini-Nasab, S. Mohammad E. On the validity of the bootstrap hypothesis testing in functional linear regression. (English) Zbl 1541.62092 Stat. Pap. 65, No. 4, 2361-2396 (2024). MSC: 62G08 62J05 62G10 62E20 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Song, Wookyeong; Oh, Hee-Seok; Cheung, Ying Kuen; Lim, Yaeji Multi-feature clustering of step data using multivariate functional principal component analysis. (English) Zbl 07887512 Stat. Pap. 65, No. 4, 2109-2134 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Fukuda, Tatsuya; Matsui, Hidetoshi; Takada, Hiroya; Misumi, Toshihiro; Konishi, Sadanori Multivariate functional subspace classification for high-dimensional longitudinal data. (English) Zbl 07886824 Jpn. J. Stat. Data Sci. 7, No. 1, 1-16 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Sousa, Pedro Henrique T. O.; de Souza, Camila P. E.; Dias, Ronaldo Bayesian adaptive selection of basis functions for functional data representation. (English) Zbl 07880709 J. Appl. Stat. 51, No. 5, 958-992 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Clémençon, Stephan; Huet, Nathan; Sabourin, Anne Regular variation in Hilbert spaces and principal component analysis for functional extremes. (English) Zbl 07879389 Stochastic Processes Appl. 174, Article ID 104375, 22 p. (2024). MSC: 62G32 60G70 62H25 62H12 62R10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Han, Rungang; Shi, Pixu; Zhang, Anru R. Guaranteed functional tensor singular value decomposition. (English) Zbl 07877136 J. Am. Stat. Assoc. 119, No. 546, 995-1007 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cao, Shiyun; Zhou, Yan-qiu; Wan, Yan-ling; Zhang, Tao Clustering for bivariate functional data. (English) Zbl 07874577 Acta Math. Appl. Sin., Engl. Ser. 40, No. 3, 613-629 (2024). MSC: 62J99 62E20 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Cheng; Fan, Jun On the convergence of gradient descent for robust functional linear regression. (English) Zbl 1543.68343 J. Complexity 84, Article ID 101858, 20 p. (2024). MSC: 68T09 62J05 65K10 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Rademacher, Daniel; Kreiß, Jens-Peter; Paparoditis, Efstathios Asymptotic normality of spectral means of Hilbert space valued random processes. (English) Zbl 07869137 Stochastic Processes Appl. 173, Article ID 104357, 13 p. (2024). MSC: 62M15 62M10 62R10 47N30 × Cite Format Result Cite Review PDF Full Text: DOI
Bouka, Stéphane; Bello, Kowir Pambo; Nkiet, Guy Martial Testing for no effect in the spatial functional linear regression model. (English) Zbl 07868375 S. Afr. Stat. J. 58, No. 1, 1-18 (2024). MSC: 62R10 62J05 62M30 × Cite Format Result Cite Review PDF Full Text: DOI
Giannakis, Dimitrios; Valva, Claire Consistent spectral approximation of Koopman operators using resolvent compactification. (English) Zbl 07867524 Nonlinearity 37, No. 7, Article ID 075021, 59 p. (2024). MSC: 37C30 37M99 47N40 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ghosal, Rahul; Maity, Arnab Variable selection in function-on-scalar single-index model via the alternating direction method of multipliers. (English) Zbl 1540.62221 Test 33, No. 1, 106-126 (2024). MSC: 62R10 62G08 × Cite Format Result Cite Review PDF Full Text: DOI
Wu, Yuexuan; Huang, Chao; Srivastava, Anuj Rejoinder on: “Shape-based functional data analysis”. (English) Zbl 1541.62408 Test 33, No. 1, 73-80 (2024). MSC: 62R10 62G08 62H25 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Horváth, Lajos Comments on: “Shape-based functional data analysis” by Wu, Huang and Srivastava. (English) Zbl 1541.62405 Test 33, No. 1, 71-72 (2024). MSC: 62R10 62G08 62H25 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Borgert, J. E.; Marron, J. S. Comments on: “Shape-based functional data analysis”. (English) Zbl 1541.62401 Test 33, No. 1, 66-70 (2024). MSC: 62R10 62G08 62H25 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Delicado, Pedro Comments on: “Shape-based functional data analysis”. (English) Zbl 1541.62403 Test 33, No. 1, 62-65 (2024). MSC: 62R10 62G08 62H25 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Dryden, Ian L. Comments on: “Shape-based functional data analysis”. (English) Zbl 1541.62404 Test 33, No. 1, 59-61 (2024). MSC: 62R10 62G08 62H25 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Stöcker, Almond; Steyer, Lisa; Greven, Sonja Comments on: “Shape-based functional data analysis”. (English) Zbl 1541.62406 Test 33, No. 1, 48-58 (2024). MSC: 62R10 62G08 62H25 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Wu, Yuexuan; Huang, Chao; Srivastava, Anuj Shape-based functional data analysis. (English) Zbl 1541.62407 Test 33, No. 1, 1-47 (2024). MSC: 62R10 62G08 62H25 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Cai, Leheng; Hu, Qirui Simultaneous inference and uniform test for eigensystems of functional data. (English) Zbl 1543.62032 Comput. Stat. Data Anal. 192, Article ID 107900, 19 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Haixu; Cao, Jiguo Functional nonlinear learning. (English) Zbl 07862315 J. Comput. Graph. Stat. 33, No. 1, 181-191 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Colombi, Alessandro; Argiento, Raffaele; Paci, Lucia; Pini, Alessia Learning block structured graphs in Gaussian graphical models. (English) Zbl 07862313 J. Comput. Graph. Stat. 33, No. 1, 152-165 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Dubey, Paromita; Chen, Yaqing; Müller, Hans-Georg Metric statistics: exploration and inference for random objects with distance profiles. (English) Zbl 1539.62359 Ann. Stat. 52, No. 2, 757-792 (2024). MSC: 62R20 62R10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cai, T. Tony; Kim, Dongwoo; Pu, Hongming Transfer learning for functional mean estimation: phase transition and adaptive algorithms. (English) Zbl 1539.62354 Ann. Stat. 52, No. 2, 654-678 (2024). MSC: 62R10 62G20 62J05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
van Delft, Anne; Dette, Holger A general framework to quantify deviations from structural assumptions in the analysis of nonstationary function-valued processes. (English) Zbl 1539.62277 Ann. Stat. 52, No. 2, 550-579 (2024). MSC: 62M10 60B12 62M15 62R10 60F17 60J05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Centofanti, Fabio; Lepore, Antonio; Palumbo, Biagio Sparse and smooth functional data clustering. (English) Zbl 07858981 Stat. Pap. 65, No. 2, 795-825 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chamroukhi, Faïcel; Pham, Nhat Thien; Hoang, Van Hà; McLachlan, Geoffrey J. Functional mixtures-of-experts. (English) Zbl 1539.62012 Stat. Comput. 34, No. 3, Paper No. 98, 31 p. (2024). MSC: 62-08 62J07 62H30 62R10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Todorov, Todor D. Non-standard version of Egorov algebra of generalized functions. (English) Zbl 07857665 Cardona, Duván (ed.) et al., Extended abstracts 2021/2022. Methusalem lectures, Ghent, Belgium. Cham: Birkhäuser. Trends Math., Res. Perspect. Ghent Anal. PDE Cent. 3, 209-217 (2024). Reviewer: Michael Kunzinger (Wien) MSC: 46F30 46F05 46F10 46S10 46S20 03H05 03C50 35R05 54B40 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Aw, Alassane A Bayesian estimation method for the functional spatial error model. (English) Zbl 07856815 Far East J. Theor. Stat. 68, No. 1, 93-116 (2024). MSC: 62R10 62H11 62F15 62P20 × Cite Format Result Cite Review PDF Full Text: DOI
Shirvani, Alireza; Khademnoe, Omid; Hosseini-Nasab, Mohammad Hypothesis testing for points of impact in functional linear regression. (English) Zbl 07856748 Comput. Appl. Math. 43, No. 4, Paper No. 201, 31 p. (2024). MSC: 62R10 62G10 62G20 × Cite Format Result Cite Review PDF Full Text: DOI
Masarotto, Valentina; Panaretos, Victor M.; Zemel, Yoav Transportation-based functional ANOVA and PCA for covariance operators. (English) Zbl 07855844 Electron. J. Stat. 18, No. 1, 1887-1916 (2024). MSC: 62R10 60G15 60H25 62J10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Manfoumbi Djonguet, Terence Kevin; Mbina Mbina, Alban; Nkiet, Guy Martial Testing independence of functional variables by an Hilbert-Schmidt independence criterion estimator. (English) Zbl 1537.62020 Stat. Probab. Lett. 207, Article ID 110016, 7 p. (2024). MSC: 62G10 46E22 62E20 62R10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Munko, Merle Multiple tests. (Multiple Tests.) (German) Zbl 1536.62073 Mitt. Dtsch. Math.-Ver. 32, No. 1, 25-26 (2024). MSC: 62J15 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Guo, Fangkai; Tian, Xiaohong Stability analysis and simulation of a delayed dengue transmission model with logistic growth and nonlinear incidence rate. (English) Zbl 07848326 Int. J. Bifurcation Chaos Appl. Sci. Eng. 34, No. 3, Article ID 2450028, 22 p. (2024). MSC: 92D30 92D25 34D23 37N25 34K20 × Cite Format Result Cite Review PDF Full Text: DOI
Maturo, Fabrizio; Verde, Rosanna Combining unsupervised and supervised learning techniques for enhancing the performance of functional data classifiers. (English) Zbl 07847876 Comput. Stat. 39, No. 1, 239-270 (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Azzi, Amel; Belguerna, Abderrahmane; Laksaci, Ali; Rachdi, Mustapha The scalar-on-function modal regression for functional time series data. (English) Zbl 07846645 J. Nonparametric Stat. 36, No. 2, 503-526 (2024). MSC: 62G08 62G10 62G35 62G07 62G32 62G30 62H12 × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Jin-Ting; Zhu, Tianming A fast and accurate kernel-based independence test with applications to high-dimensional and functional data. (English) Zbl 07846386 J. Multivariate Anal. 202, Article ID 105320, 17 p. (2024). MSC: 62Hxx 62R10 62H15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
González-Rodríguez, Gil; Colubi, Ana; González-Manteiga, Wenceslao; Febrero-Bande, Manuel A consistent test of equality of distributions for Hilbert-valued random elements. (English) Zbl 07846380 J. Multivariate Anal. 202, Article ID 105312, 15 p. (2024). MSC: 62Hxx 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Hu, Qirui Change point analysis of functional variance function with stationary error. (English) Zbl 07846379 J. Multivariate Anal. 202, Article ID 105311, 20 p. (2024). MSC: 62Hxx 62E20 62G05 62G10 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Xu, Wenchao; Zhang, Xinyu; Liang, Hua Linearized maximum rank correlation estimation when covariates are functional. (English) Zbl 07846375 J. Multivariate Anal. 202, Article ID 105301, 20 p. (2024). MSC: 62Hxx 62R10 62G08 × Cite Format Result Cite Review PDF Full Text: DOI
Litimein, Ouahiba; Laksaci, Ali; Ait-Hennani, Larbi; Mechab, Boubaker; Rachdi, Mustapha Asymptotic normality of the local linear estimator of the functional expectile regression. (English) Zbl 07846363 J. Multivariate Anal. 202, Article ID 105281, 17 p. (2024). MSC: 62Hxx 62G05 62L12 × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Yanxia; Wang, Zhihao; Tian, Maozai; Yu, Keming Estimation and variable selection for generalized functional partially varying coefficient hybrid models. (English) Zbl 1536.62049 Stat. Pap. 65, No. 1, 93-119 (2024). MSC: 62G08 62H25 62G20 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Ben; Lin, Hongwei Functional loops: monitoring functional organization of deep neural networks using algebraic topology. (English) Zbl 07838399 Neural Netw. 174, Article ID 106239, 11 p. (2024). MSC: 68T07 55N31 × Cite Format Result Cite Review PDF Full Text: DOI
Jiang, Zhiqiang; Huang, Zhensheng Single-index partially functional linear quantile regression. (English) Zbl 07833905 Commun. Stat., Theory Methods 53, No. 5, 1838-1850 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Gao, Yunan; Kowal, Daniel R. Bayesian adaptive and interpretable functional regression for exposure profiles. (English) Zbl 07832663 Ann. Appl. Stat. 18, No. 1, 642-663 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Guan, Tianyu; Ho, Jason; Krider, Robert; Cao, Jiguo; Fogg, Andrew How are prelaunch online movie reviews related to box office revenues? (English) Zbl 07832628 Ann. Appl. Stat. 18, No. 2, 1686-1708 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI