Li, Guizhen; You, Mengying; Zhou, Ling; Liang, Hua; Lin, Huazhen A projection-based diagnostic test for generalized functional regression models. (English) Zbl 07928670 Stat. Sin. 34, No. 4, 1973-1995 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Jiang, Shu; Colditz, Graham A. Modeling correlated pairs of mammogram images. (English) Zbl 07925872 Stat. Med. 43, No. 8, 1660-1668 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
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 OA License
Zhou, Bu; Ong, Zhi Peng; Zhang, Jin-Ting A new maximum mean discrepancy based two-sample test for equal distributions in separable metric spaces. (English) Zbl 07914868 Stat. Comput. 34, No. 5, Paper No. 172, 19 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Benhenni, Karim; Hajj Hassan, Ali; Su, Yingcai The effect of correlated errors on the performance of local linear estimation of regression function based on random functional design. (English) Zbl 07889363 Stat. Pap. 65, No. 6, 3395-3423 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zheng, Linjuan; Liang, Beiting; Wang, Guochang Adaptive slicing for functional slice inverse regression. (English) Zbl 07889358 Stat. Pap. 65, No. 5, 3261-3284 (2024). MSC: 62-XX × 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
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
Miao, Zi; Wang, Lihong Robust estimation for function-on-scalar regression models. (English) Zbl 07873454 J. Stat. Comput. Simulation 94, No. 5, 1035-1055 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
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
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 OA License
Sun, Yifan; Liu, Ziyi; Wang, Wu Subgroup analysis for the functional linear model. (English) Zbl 07851446 J. Stat. Plann. Inference 231, Article ID 106120, 13 p. (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Holzleitner, Markus; Pereverzyev, Sergei V. On regularized polynomial functional regression. (English) Zbl 07849571 J. Complexity 83, Article ID 101853, 22 p. (2024). MSC: 62Gxx 62Jxx 62Hxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Fortuna, Francesca; Naccarato, Alessia; Terzi, Silvia Evaluating countries’ performances by means of rank trajectories: functional measures of magnitude and evolution. (English) Zbl 07847870 Comput. Stat. 39, No. 1, 141-157 (2024); correction ibid. 39, No. 1, 159 (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI OA License
Soukarieh, Inass; Bouzebda, Salim Weak convergence of the conditional \(U\)-statistics for locally stationary functional time series. (English) Zbl 07839692 Stat. Inference Stoch. Process. 27, No. 2, 227-304 (2024). MSC: 62G05 62G08 62G20 62G35 62G07 62G32 62G30 62E20 × Cite Format Result Cite Review PDF Full Text: DOI
Ma, Tao; Yao, Fang; Zhou, Zhou Network-level traffic flow prediction: functional time series vs. functional neural network approach. (English) Zbl 07832653 Ann. Appl. Stat. 18, No. 1, 424-444 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI
Hu, Boyi; Hu, Xixi; Liu, Hua; You, Jinhong; Cao, Jiguo Simultaneous functional quantile regression. (English) Zbl 07832549 Stat. Sin. 34, No. 2, 867-888 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Slaoui, Yousri Nonparametric recursive method for generalized kernel estimators for dependent functional data. (English) Zbl 07812672 Sankhyā, Ser. A 86, No. 1, 392-430 (2024). MSC: 62G08 62L20 62G09 65D10 × Cite Format Result Cite Review PDF Full Text: DOI
Gao, Yuan; Shang, Han Lin; Yang, Yanrong Factor-augmented model for functional data. (English) Zbl 07796618 Stat. Sin. 34, No. 1, 1-26 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Sisheng, Liu; Jing, Yang Kernel regression for estimating regression function and its derivatives with unknown error correlations. (English) Zbl 07790391 Metrika 87, No. 1, 1-20 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Yang, Yuan; Pan, Ziyang; Kang, Jian; Brummett, Chad; Li, Yi Simultaneous selection and inference for varying coefficients with zero regions: a soft-thresholding approach. (English) Zbl 07898404 Biometrics 79, No. 4, 3388-3401 (2023). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI OA License
Liu, Sisheng; Charnigo, Richard Tuning parameter selection for nonparametric derivative estimation in random design. (English) Zbl 07803284 Statistics 57, No. 6, 1402-1425 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Mohammadpour, M.; Rezaee, S.; Soltani, A. R. A new approach for time domain analysis of multivariate and functional time series. (English) Zbl 1532.62045 Statistics 57, No. 6, 1380-1391 (2023). MSC: 62M10 62M20 62R07 × Cite Format Result Cite Review PDF Full Text: DOI
Su, Zhihua; Li, Bing; Cook, Dennis Envelope model for function-on-function linear regression. (English) Zbl 07792643 J. Comput. Graph. Stat. 32, No. 4, 1624-1635 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI Link
Masak, Tomas; Panaretos, Victor M. Random surface covariance estimation by shifted partial tracing. (English) Zbl 07784929 J. Am. Stat. Assoc. 118, No. 544, 2562-2574 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Comte, Fabienne; Marie, Nicolas On a projection estimator of the regression function derivative. (English) Zbl 07768738 J. Nonparametric Stat. 35, No. 4, 773-819 (2023). MSC: 62G05 62G08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv HAL
Zhong, Chen; Yang, Lijian Statistical inference for functional time series: autocovariance function. (English) Zbl 07764894 Stat. Sin. 33, No. 4, 2519-2543 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Saadaoui, Allal; Benaissa, Fadila; Chouaf, Abdelhak On the local linear estimation of a generalized regression function with spatial functional data. (English) Zbl 07753673 Commun. Stat., Theory Methods 52, No. 21, 7752-7779 (2023). MSC: 62G05 62G20 62H11 × Cite Format Result Cite Review PDF Full Text: DOI
Xie, Haihan; Kong, Linglong Gaussian copula function-on-scalar regression in reproducing kernel Hilbert space. (English) Zbl 07740037 J. Multivariate Anal. 198, Article ID 105226, 21 p. (2023). MSC: 62Hxx 62H12 62F12 × Cite Format Result Cite Review PDF Full Text: DOI
Boente, Graciela; Parada, Daniela Robust estimation for functional quadratic regression models. (English) Zbl 07737938 Comput. Stat. Data Anal. 187, Article ID 107798, 24 p. (2023). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bensaber, Fatna; Mourid, Tahar Functional autoregressive process with seasonality. (English) Zbl 07736135 Commun. Stat., Theory Methods 52, No. 20, 7131-7145 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Bouzebda, Salim; Slaoui, Yousri Nonparametric recursive estimation for multivariate derivative functions by stochastic approximation method. (English) Zbl 07730315 Sankhyā, Ser. A 85, No. 1, 658-690 (2023). MSC: 62G08 60F10 62L20 × Cite Format Result Cite Review PDF Full Text: DOI
Kang, Ilsuk; Choi, Hosik; Yoon, Young Joo; Park, Junyoung; Kwon, Soon-Sun; Park, Cheolwoo Fréchet distance-based cluster analysis for multi-dimensional functional data. (English) Zbl 1517.62025 Stat. Comput. 33, No. 4, Paper No. 75, 19 p. (2023). MSC: 62-08 62H30 62R10 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Tong; Sun, Zhihua; Sun, Liuquan Goodness-of-fit test for partial functional linear model with errors in scalar covariates. (English) Zbl 07714068 J. Stat. Plann. Inference 227, 91-111 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Deriso, Dave; Boyd, Stephen A general optimization framework for dynamic time warping. (English) Zbl 1530.90109 Optim. Eng. 24, No. 2, 1411-1432 (2023). MSC: 90C39 49-04 49L20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Slaoui, Yousri Two-time-scale nonparametric recursive regression estimator for independent functional data. (English) Zbl 07711313 Commun. Stat., Theory Methods 52, No. 15, 5213-5245 (2023). MSC: 62G08 62L20 65D10 × Cite Format Result Cite Review PDF Full Text: DOI
Laksaci, Ali; Kaid, Zoulikha; Alahiane, Mohamed; Ouassou, Idir; Rachdi, Mustapha Non parametric estimations of the conditional density and mode when the regressor and the response are curves. (English) Zbl 07710559 Commun. Stat., Theory Methods 52, No. 13, 4659-4674 (2023). MSC: 62-XX 60-XX × Cite Format Result Cite Review PDF Full Text: DOI
Pini, Alessia; Sørensen, Helle; Tolver, Anders; Vantini, Simone Local inference for functional linear mixed models. (English) Zbl 07710143 Comput. Stat. Data Anal. 181, Article ID 107688, 19 p. (2023). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Blanquero, Rafael; Carrizosa, Emilio; Molero-Río, Cristina; Romero Morales, Dolores On optimal regression trees to detect critical intervals for multivariate functional data. (English) Zbl 1542.62087 Comput. Oper. Res. 152, Article ID 106152, 10 p. (2023). MSC: 62H30 62G08 62R10 68T05 90C90 × Cite Format Result Cite Review PDF Full Text: DOI OA License
Acal, Christian; Aguilera, Ana M. Basis expansion approaches for functional analysis of variance with repeated measures. (English) Zbl 07702483 Adv. Data Anal. Classif., ADAC 17, No. 2, 291-321 (2023). MSC: 62J05 62J10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Spreafico, Marta; Ieva, Francesca; Fiocco, Marta Modelling time-varying covariates effect on survival via functional data analysis: application to the MRC BO06 trial in osteosarcoma. (English) Zbl 07702215 Stat. Methods Appl. 32, No. 1, 271-298 (2023). MSC: 62-XX 92-XX × Cite Format Result Cite Review PDF Full Text: DOI OA License
Maturo, Fabrizio; Verde, Rosanna Supervised classification of curves via a combined use of functional data analysis and tree-based methods. (English) Zbl 07696216 Comput. Stat. 38, No. 1, 419-459 (2023). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI OA License
Li, Jie; Yang, Lijian Statistical inference for functional time series. (English) Zbl 1540.62222 Stat. Sin. 33, No. 1, 519-549 (2023). MSC: 62R10 62G05 62G15 62G20 62M10 × Cite Format Result Cite Review PDF Full Text: DOI
Bouzebda, Salim; Nemouchi, Boutheina Weak-convergence of empirical conditional processes and conditional \(U\)-processes involving functional mixing data. (English) Zbl 07672039 Stat. Inference Stoch. Process. 26, No. 1, 33-88 (2023). MSC: 62G05 62G08 62G20 62G35 62G07 62G32 62G30 62E20 × Cite Format Result Cite Review PDF Full Text: DOI
Tong, Hongzhi Functional linear regression with Huber loss. (English) Zbl 07622343 J. Complexity 74, Article ID 101696, 14 p. (2023). MSC: 68T05 62J05 × Cite Format Result Cite Review PDF Full Text: DOI
Tang, Qingguo; Tu, Wei; Kong, Linglong Estimation for partial functional partially linear additive model. (English) Zbl 07602499 Comput. Stat. Data Anal. 177, Article ID 107584, 15 p. (2023). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Beran, Jan; Näscher, Jeremy; Farquharson, Franziska; Kustermann, Max; Kabitz, Hans-Joachim; Walterspacher, Stephan On seasonal functional modeling under strong dependence, with applications to mechanically ventilated breathing activity. (English) Zbl 07594037 J. Stat. Plann. Inference 222, 38-65 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Romano, Elvira; Giraldo, Ramón; Mateu, Jorge; Diana, Andrea High leverage detection in general functional regression models with spatially correlated errors. (English) Zbl 07888910 Appl. Stoch. Models Bus. Ind. 38, No. 1, 169-181 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI OA License
Nasirzadeh, Roya; Nasirzadeh, Fariba; Mohammadi, Zohreh Some non-parametric regression models for interval-valued functional data. (English) Zbl 07853581 Stat 11, No. 1, Paper No. e443, 13 p. (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Song, Jun; Kim, Kyongwon Sparse multivariate functional principal component analysis. (English) Zbl 07853573 Stat 11, No. 1, Paper No. e435, 19 p. (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Xun, Xiaolei; Guan, Tianyu; Cao, Jiguo Sparse estimation of historical functional linear models with a nested group bridge approach. (English. French summary) Zbl 07759509 Can. J. Stat. 50, No. 4, 1254-1269 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Liang, Beiting; Gao, Taoxuan; Bai, Defa; Wang, Guochang Functional dimension reduction based on fuzzy partition and transformation. (English) Zbl 1521.62056 Aust. N. Z. J. Stat. 64, No. 1, 45-66 (2022). MSC: 62G08 62H25 62J86 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Zhu, Xuening; Cai, Zhanrui; Ma, Yanyuan Network functional varying coefficient model. (English) Zbl 1515.62092 J. Am. Stat. Assoc. 117, No. 540, 2074-2085 (2022). MSC: 62M45 62G05 62M10 × Cite Format Result Cite Review PDF Full Text: DOI Link
Nadjet, Bellatrach; Wahiba, Bouabsa; Kadi, Attouch Mohammed; Omar, Fetitah M-regression estimation with the k nearest neighbors smoothing under quasi-associated data in functional statistics. (English) Zbl 1513.62078 Appl. Appl. Math. 17, No. 2, 333-365 (2022). MSC: 62G08 62G20 62G35 62R10 × Cite Format Result Cite Review PDF Full Text: Link
Goutal, Amina; Mechab, Boubaker; Fetitah, Omar; Merouan, Torkia Asymptotic normality of the conditional hazard function in the local linear estimation under functional mixing data. (English) Zbl 1513.62064 Appl. Appl. Math. 17, No. 2, 308-332 (2022). MSC: 62G05 62G07 62G20 62R10 × Cite Format Result Cite Review PDF Full Text: Link
Huang, Kun; Zheng, Sijie; Yang, Lijian Inference for dependent error functional data with application to event-related potentials. (English) Zbl 1502.62046 Test 31, No. 4, 1100-1120 (2022). MSC: 62G08 62G05 62G10 62G15 62G20 62R10 62P15 × Cite Format Result Cite Review PDF Full Text: DOI
Masak, Tomas; Rubin, Tomas; Panaretos, Victor M. Inference and computation for sparsely sampled random surfaces. (English) Zbl 07633326 J. Comput. Graph. Stat. 31, No. 4, 1361-1374 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Wang, Bingcan; Zhang, Baoxue; Yan, Haibo Functional sufficient dimension reduction based on weighted method. (English) Zbl 07632244 Commun. Stat., Simulation Comput. 51, No. 11, 6902-6923 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
He, Shiyuan; Ye, Hanxuan; He, Kejun Spline estimation of functional principal components via manifold conjugate gradient algorithm. (English) Zbl 1499.62020 Stat. Comput. 32, No. 6, Paper No. 106, 18 p. (2022). MSC: 62-08 62H25 62R10 62R30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bouzebda, Salim; Chaouch, Mohamed; Biha, Sultana Didi Asymptotics for function derivatives estimators based on stationary and ergodic discrete time processes. (English) Zbl 1497.62085 Ann. Inst. Stat. Math. 74, No. 4, 737-771 (2022). MSC: 62G07 62G20 62M10 60G10 × Cite Format Result Cite Review PDF Full Text: DOI
Hu, Wenjuan; Guo, Jiaxian; Wang, Guochang; Zhang, Baoxue Weight fused functional sliced average variance estimation. (English) Zbl 07603798 Commun. Stat., Simulation Comput. 51, No. 9, 5000-5008 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Beyaztas, Ufuk; Shang, Han Lin A comparison of parameter estimation in function-on-function regression. (English) Zbl 07584569 Commun. Stat., Simulation Comput. 51, No. 8, 4607-4637 (2022). MSC: 62M10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Mahmoud, Hamdy F. F.; Kim, Byung-Jun; Kim, Inyoung Robust nonparametric derivative estimator. (English) Zbl 1497.62098 Commun. Stat., Simulation Comput. 51, No. 7, 3809-3829 (2022). MSC: 62G08 62G07 62G35 × Cite Format Result Cite Review PDF Full Text: DOI
Beyaztas, Ufuk; Shang, Han Lin; Abdel-Salam, Abdel-Salam G. Functional linear models for interval-valued data. (English) Zbl 1497.62092 Commun. Stat., Simulation Comput. 51, No. 7, 3513-3532 (2022). MSC: 62G08 62J05 62R10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Nie, Yunlong; Yang, Yuping; Wang, Liangliang; Cao, Jiguo Recovering the underlying trajectory from sparse and irregular longitudinal data. (English. French summary) Zbl 1492.62090 Can. J. Stat. 50, No. 1, 122-141 (2022). MSC: 62G99 62G08 62R10 62H25 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kadiri, Nadia; Meghnafi, Mustapha; Rabhi, Abbes Strong uniform consistency rates of conditional density estimation in the single functional index model for functional data under random censorship. (English) Zbl 1491.62028 REVSTAT 20, No. 2, 221-249 (2022). MSC: 62G07 62G20 62M10 62R10 × Cite Format Result Cite Review PDF
Wang, Shijia; Ge, Shufei; Doig, Renny; Wang, Liangliang Adaptive semiparametric Bayesian differential equations via sequential Monte Carlo. (English) Zbl 07547636 J. Comput. Graph. Stat. 31, No. 2, 600-613 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Park, Jaewoo; Jeon, Yeseul; Shin, Minsuk; Jeon, Minjeong; Jin, Ick Hoon Bayesian shrinkage for functional network models, with applications to longitudinal item response data. (English) Zbl 07547617 J. Comput. Graph. Stat. 31, No. 2, 360-377 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Beyaztas, Ufuk; Shang, Han Lin Function-on-function linear quantile regression. (English) Zbl 1489.62122 Math. Model. Anal. 27, No. 2, 322-341 (2022). MSC: 62G08 62J05 62H25 62R10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Beyaztas, Ufuk; Shang, Han Lin A robust partial least squares approach for function-on-function regression. (English) Zbl 1503.62039 Braz. J. Probab. Stat. 36, No. 2, 199-219 (2022). MSC: 62G08 62J05 62G35 62G09 62H25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Caponera, A.; Durastanti, C. Parametric estimation for functional autoregressive processes on the sphere. (English) Zbl 1493.62513 Theory Probab. Math. Stat. 106, 63-83 (2022). MSC: 62M10 60G60 62G05 62R30 60G10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bouzebda, Salim; Didi, Sultana Some results about kernel estimators for function derivatives based on stationary and ergodic continuous time processes with applications. (English) Zbl 07533563 Commun. Stat., Theory Methods 51, No. 12, 3886-3933 (2022). MSC: 62G05 62G07 62G08 62E20 60F05 60E05 60A10 × Cite Format Result Cite Review PDF Full Text: DOI
Krzyśko, Mirosław; Smaga, Łukasz; Kokoszka, Piotr Marginal distance and Hilbert-Schmidt covariances-based independence tests for multivariate functional data. (English) Zbl 07527553 J. Artif. Intell. Res. (JAIR) 73, 1355-1384 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Jeon, Jeong Min; Lee, Young Kyung; Mammen, Enno; Park, Byeong U. Locally polynomial Hilbertian additive regression. (English) Zbl 07526616 Bernoulli 28, No. 3, 2034-2066 (2022). MSC: 62Gxx 62Hxx 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI Link
Galasso, Bastian; Zemel, Yoav; de Carvalho, Miguel Bayesian semiparametric modelling of phase-varying point processes. (English) Zbl 07524979 Electron. J. Stat. 16, No. 1, 2518-2549 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Bingham, N. H. Prediction theory for stationary functional time series. (English) Zbl 1490.60090 Probab. Surv. 19, 160-184 (2022). MSC: 60G25 62M20 60-02 62-02 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Tong, Hong Zhi; Hu, Ling Fang; Ng, Michael Non-asymptotic error bound for optimal prediction of function-on-function regression by RKHS approach. (English) Zbl 1492.60295 Acta Math. Sin., Engl. Ser. 38, No. 4, 777-796 (2022). MSC: 60K35 62J05 × Cite Format Result Cite Review PDF Full Text: DOI
Cho, Jin Seo; Phillips, Peter C. B.; Seo, Juwon Parametric conditional mean inference with functional data applied to lifetime income curves. (English) Zbl 1489.91129 Int. Econ. Rev. 63, No. 1, 391-456 (2022). MSC: 91B39 × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Sisheng; Kong, Xiaoli A generalized correlated \(C_p\) criterion for derivative estimation with dependent errors. (English) Zbl 07512647 Comput. Stat. Data Anal. 171, Article ID 107473, 23 p. (2022). MSC: 62G08 62G05 62G07 × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Shu; You, Jinhong; Hu, Lixia Unified statistical inference for a nonlinear dynamic functional/longitudinal data model. (English) Zbl 07505542 J. Stat. Plann. Inference 219, 175-188 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Lin, Huazhen; Liu, Jiaxin; Li, Haoqi; Pan, Lixian; Li, Yi Efficient estimation and computation in generalized varying coefficient models with unknown link and variance functions for large-scale data. (English) Zbl 1524.62184 Stat. Sin. 32, No. 2, 847-868 (2022). MSC: 62G08 62G05 62F12 62P20 × Cite Format Result Cite Review PDF Full Text: DOI
Darabi, Nadiyeh; Hosseini-Nasab, S. Mohammad E. A centroid classifier for functional/longitudinal data. (English) Zbl 07498023 J. Stat. Comput. Simulation 92, No. 5, 1034-1046 (2022). MSC: 62H30 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Cholaquidis, Alejandro; Fraiman, Ricardo; Moreno, Leonardo Level set and density estimation on manifolds. (English) Zbl 1493.62646 J. Multivariate Anal. 189, Article ID 104925, 14 p. (2022). MSC: 62R30 62G07 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Boukhiar, Souad; Mourid, Tahar Resolvent estimators for functional autoregressive processes with random coefficients. (English) Zbl 1493.62299 J. Multivariate Anal. 189, Article ID 104884, 15 p. (2022). MSC: 62H12 62F12 62M10 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Horváth, Lajos; Rice, Gregory; Zhao, Yuqian Change point analysis of covariance functions: a weighted cumulative sum approach. (English) Zbl 1493.62309 J. Multivariate Anal. 189, Article ID 104877, 23 p. (2022). MSC: 62H12 62F12 × Cite Format Result Cite Review PDF Full Text: DOI Link
Aneiros, Germán; Horová, Ivana; Hušková, Marie; Vieu, Philippe On functional data analysis and related topics. (English) Zbl 1520.62420 J. Multivariate Anal. 189, Article ID 104861, 8 p. (2022). MSC: 62R10 62G08 62H25 62H30 62M10 × Cite Format Result Cite Review PDF Full Text: DOI
Tong, Hongzhi Convergence rates of support vector machines regression for functional data. (English) Zbl 07472474 J. Complexity 69, Article ID 101604, 14 p. (2022). MSC: 68T05 62J02 × Cite Format Result Cite Review PDF Full Text: DOI
Tong, Hongzhi Distributed least squares prediction for functional linear regression. (English) Zbl 1538.68031 Inverse Probl. 38, No. 2, Article ID 025002, 22 p. (2022). MSC: 68T05 46E22 62G08 62J05 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Telschow, Fabian J. E.; Schwartzman, Armin Simultaneous confidence bands for functional data using the Gaussian kinematic formula. (English) Zbl 1477.62398 J. Stat. Plann. Inference 216, 70-94 (2022). MSC: 62R10 62G15 62P35 86A08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chen, Ying; Koch, Thorsten; Lim, Kian Guan; Xu, Xiaofei; Zakiyeva, Nazgul A review study of functional autoregressive models with application to energy forecasting. (English) Zbl 07910742 Wiley Interdiscip. Rev., WIREs Comput. Stat. 13, No. 3, Article ID e1525, 23 p. (2021). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Boschi, Tobia; Chiaromonte, Francesca; Secchi, Piercesare; Li, Bing Covariance-based low-dimensional registration for function-on-function regression. (English) Zbl 07851343 Stat 10, No. 1, Paper No. e404, 14 p. (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Haghbin, Hossein; Najibi, Seyed Morteza; Mahmoudvand, Rahim; Trinka, Jordan; Maadooliat, Mehdi Functional singular spectrum analysis. (English) Zbl 07851270 Stat 10, No. 1, Paper No. e330, 15 p. (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Rachdi, Mustapha; Laksaci, Ali; Kaid, Zoulikha; Benchiha, Abbassia; Al-Awadhi, Fahimah A. \(k\)-nearest neighbors local linear regression for functional and missing data at random. (English) Zbl 1541.62095 Stat. Neerl. 75, No. 1, 42-65 (2021). MSC: 62G08 62D10 62G05 62G20 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Paulon, Giorgio; Llanos, Fernando; Chandrasekaran, Bharath; Sarkar, Abhra Bayesian semiparametric longitudinal drift-diffusion mixed models for tone learning in adults. (English) Zbl 1510.62448 J. Am. Stat. Assoc. 116, No. 535, 1114-1127 (2021). MSC: 62P10 62P15 62F15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Huang, Tingting; Saporta, Gilbert; Wang, Huiwen A spatial durbin model for compositional data. (English) Zbl 07645415 Daouia, Abdelaati (ed.) et al., Advances in contemporary statistics and econometrics. Festschrift in honor of Christine Thomas-Agnan. Cham: Springer. 471-488 (2021). MSC: 62P20 × Cite Format Result Cite Review PDF Full Text: DOI
Nasirzadeh, R.; Soltani, A. R.; Nematollahi, A. R. Longitudinal functional nonlinear marginal mixed effect models. (English) Zbl 07553327 Commun. Stat., Simulation Comput. 50, No. 12, 4079-4099 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Huiwen; Huang, Tingting; Wang, Shanshan A flexible spatial autoregressive modelling framework for mixed covariates of multiple data types. (English) Zbl 1497.62255 Commun. Stat., Simulation Comput. 50, No. 11, 3498-3515 (2021). MSC: 62M30 62M10 62F12 62H25 62R10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Li, Yunxia; Ying, Caiyun Semi-functional partial linear spatial autoregressive model. (English) Zbl 07532235 Commun. Stat., Theory Methods 50, No. 24, 5941-5954 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI