Ayad, Somia; Laksaci, Ali; Rahmani, Saâdia; Rouane, Rachida Local linear modelling of the conditional distribution function for functional ergodic data. (English) Zbl 07589373 Math. Model. Anal. 27, No. 3, 360-382 (2022). MSC: 62G05 62G08 62G20 62G35 62H12 PDF BibTeX XML Cite \textit{S. Ayad} et al., Math. Model. Anal. 27, No. 3, 360--382 (2022; Zbl 07589373) Full Text: DOI OpenURL
Zhang, Nan; Nanshan, Muye; Cao, Jiguo A joint estimation approach to sparse additive ordinary differential equations. (English) Zbl 07585220 Stat. Comput. 32, No. 5, Paper No. 69, 15 p. (2022). MSC: 62-08 PDF BibTeX XML Cite \textit{N. Zhang} et al., Stat. Comput. 32, No. 5, Paper No. 69, 15 p. (2022; Zbl 07585220) Full Text: DOI OpenURL
Sharp, Alex; Browne, Ryan A joint latent factor analyzer and functional subspace model for clustering multivariate functional data. (English) Zbl 07585219 Stat. Comput. 32, No. 5, Paper No. 68, 33 p. (2022). MSC: 62H30 62H25 62M99 PDF BibTeX XML Cite \textit{A. Sharp} and \textit{R. Browne}, Stat. Comput. 32, No. 5, Paper No. 68, 33 p. (2022; Zbl 07585219) Full Text: DOI OpenURL
Shang, Han Lin; Haberman, Steven; Xu, Ruofan Multi-population modelling and forecasting life-table death counts. (English) Zbl 07585151 Insur. Math. Econ. 106, 239-253 (2022). MSC: 91G05 PDF BibTeX XML Cite \textit{H. L. Shang} et al., Insur. Math. Econ. 106, 239--253 (2022; Zbl 07585151) Full Text: DOI OpenURL
Liu, Yanghui; Li, Yehua; Carroll, Raymond J.; Wang, Naisyin Predictive functional linear models with diverging number of semiparametric single-index interactions. (English) Zbl 07585113 J. Econom. 230, No. 2, 221-239 (2022). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{Y. Liu} et al., J. Econom. 230, No. 2, 221--239 (2022; Zbl 07585113) Full Text: DOI OpenURL
Wu, Ruhao; Wang, Bo; Xu, Aiping Functional data clustering using principal curve methods. (English) Zbl 07585049 Commun. Stat., Theory Methods 51, No. 20, 7264-7283 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Wu} et al., Commun. Stat., Theory Methods 51, No. 20, 7264--7283 (2022; Zbl 07585049) Full Text: DOI OpenURL
Wu, Fan; Wang, Guan-jun; Kong, Xin-bing Inference on volatility curve at high frequencies via functional data analysis. (English) Zbl 07585015 Commun. Stat., Theory Methods 51, No. 19, 6683-6700 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{F. Wu} et al., Commun. Stat., Theory Methods 51, No. 19, 6683--6700 (2022; Zbl 07585015) Full Text: DOI OpenURL
Centofanti, Fabio; Fontana, Matteo; Lepore, Antonio; Vantini, Simone Smooth LASSO estimator for the function-on-function linear regression model. (English) Zbl 07584292 Comput. Stat. Data Anal. 176, Article ID 107556, 19 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{F. Centofanti} et al., Comput. Stat. Data Anal. 176, Article ID 107556, 19 p. (2022; Zbl 07584292) Full Text: DOI OpenURL
Balogoun, Armando Sosthène Kali; Nkiet, Guy Martial; Ogouyandjou, Carlos A \(k\)-sample test for functional data based on generalized maximum mean discrepancy. (English) Zbl 07583987 Lith. Math. J. 62, No. 3, 289-303 (2022). MSC: 62G10 62G20 PDF BibTeX XML Cite \textit{A. S. K. Balogoun} et al., Lith. Math. J. 62, No. 3, 289--303 (2022; Zbl 07583987) Full Text: DOI OpenURL
White, Philip A.; Frye, Henry; Christensen, Michael F.; Gelfand, Alan E.; Silander, John A. Spatial functional data modeling of plant reflectances. (English) Zbl 07581787 Ann. Appl. Stat. 16, No. 3, 1919-1936 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{P. A. White} et al., Ann. Appl. Stat. 16, No. 3, 1919--1936 (2022; Zbl 07581787) Full Text: DOI OpenURL
Shanmugam, Ramalingam Book review of: Y. Zhao (ed.) and Ding-Geng (Din) Chen (ed.), Modern statistical methods for health research. (English) Zbl 07572890 J. Stat. Comput. Simulation 92, No. 13, 2862 (2022). MSC: 00A17 62-06 62P10 62R10 62N05 00B15 PDF BibTeX XML Cite \textit{R. Shanmugam}, J. Stat. Comput. Simulation 92, No. 13, 2862 (2022; Zbl 07572890) Full Text: DOI OpenURL
Zhong, Rou; Liu, Shishi; Li, Haocheng; Zhang, Jingxiao Functional principal component analysis estimator for non-Gaussian data. (English) Zbl 07572886 J. Stat. Comput. Simulation 92, No. 13, 2788-2801 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Zhong} et al., J. Stat. Comput. Simulation 92, No. 13, 2788--2801 (2022; Zbl 07572886) Full Text: DOI OpenURL
Liang, Liang; Hou, Jue; Uno, Hajime; Cho, Kelly; Ma, Yanyuan; Cai, Tianxi Semi-supervised approach to event time annotation using longitudinal electronic health records. (English) Zbl 07570813 Lifetime Data Anal. 28, No. 3, 428-491 (2022). MSC: 62Nxx 62P10 PDF BibTeX XML Cite \textit{L. Liang} et al., Lifetime Data Anal. 28, No. 3, 428--491 (2022; Zbl 07570813) Full Text: DOI OpenURL
Leroy, Arthur; Latouche, Pierre; Guedj, Benjamin; Gey, Servane MAGMA: inference and prediction using multi-task Gaussian processes with common mean. (English) Zbl 07570145 Mach. Learn. 111, No. 5, 1821-1849 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Leroy} et al., Mach. Learn. 111, No. 5, 1821--1849 (2022; Zbl 07570145) Full Text: DOI OpenURL
Cameron, James; Bagchi, Pramita A test for heteroscedasticity in functional linear models. (English) Zbl 07567483 Test 31, No. 2, 519-542 (2022). MSC: 62G10 62J05 62J20 62R10 PDF BibTeX XML Cite \textit{J. Cameron} and \textit{P. Bagchi}, Test 31, No. 2, 519--542 (2022; Zbl 07567483) Full Text: DOI OpenURL
Shang, Han Lin Not all long-memory estimators are born equal: the case of nonstationary functional time series. (English. French summary) Zbl 07566549 Can. J. Stat. 50, No. 1, 357-380 (2022). MSC: 62M10 62M15 62R10 62H25 PDF BibTeX XML Cite \textit{H. L. Shang}, Can. J. Stat. 50, No. 1, 357--380 (2022; Zbl 07566549) Full Text: DOI OpenURL
Sidrow, Evan; Heckman, Nancy; Fortune, Sarah M. E.; Trites, Andrew W.; Murphy, Ian; Auger-Méthé, Marie Modelling multi-scale, state-switching functional data with hidden Markov models. (English. French summary) Zbl 07566548 Can. J. Stat. 50, No. 1, 327-356 (2022). MSC: 62M05 62M10 62R10 62P12 PDF BibTeX XML Cite \textit{E. Sidrow} et al., Can. J. Stat. 50, No. 1, 327--356 (2022; Zbl 07566548) Full Text: DOI OpenURL
Hörmann, Siegfried; Kokoszka, Piotr; Kuenzer, Thomas Testing normality of spatially indexed functional data. (English. French summary) Zbl 07566547 Can. J. Stat. 50, No. 1, 304-326 (2022). MSC: 62R10 62M30 62H15 62H25 PDF BibTeX XML Cite \textit{S. Hörmann} et al., Can. J. Stat. 50, No. 1, 304--326 (2022; Zbl 07566547) Full Text: DOI arXiv OpenURL
Zhu, Hanbing; Li, Yehua; Liu, Baisen; Yao, Weixin; Zhang, Riquan Extreme quantile estimation for partial functional linear regression models with heavy-tailed distributions. (English. French summary) Zbl 07566545 Can. J. Stat. 50, No. 1, 267-286 (2022). MSC: 62G32 62H12 62R10 62H25 PDF BibTeX XML Cite \textit{H. Zhu} et al., Can. J. Stat. 50, No. 1, 267--286 (2022; Zbl 07566545) Full Text: DOI OpenURL
Liu, Meichen; Pietrosanu, Matthew; Liu, Peng; Jiang, Bei; Zhou, Xingcai; Kong, Linglong [Alzheimer’s Disease Neuroimaging Initiative] Reproducing kernel-based functional linear expectile regression. (English. French summary) Zbl 07566544 Can. J. Stat. 50, No. 1, 241-266 (2022). MSC: 62G08 62R10 62H25 62P10 PDF BibTeX XML Cite \textit{M. Liu} et al., Can. J. Stat. 50, No. 1, 241--266 (2022; Zbl 07566544) Full Text: DOI OpenURL
Jiang, Jiakun; Lin, Huazhen; Peng, Heng; Fan, Gang-Zhi; Li, Yi Cluster analysis with regression of non-Gaussian functional data on covariates. (English. French summary) Zbl 07566543 Can. J. Stat. 50, No. 1, 221-240 (2022). MSC: 62H30 62R10 PDF BibTeX XML Cite \textit{J. Jiang} et al., Can. J. Stat. 50, No. 1, 221--240 (2022; Zbl 07566543) Full Text: DOI OpenURL
Zhou, Zhiyang; Sang, Peijun Continuum centroid classifier for functional data. (English. French summary) Zbl 07566542 Can. J. Stat. 50, No. 1, 200-220 (2022). MSC: 62R10 62H30 PDF BibTeX XML Cite \textit{Z. Zhou} and \textit{P. Sang}, Can. J. Stat. 50, No. 1, 200--220 (2022; Zbl 07566542) Full Text: DOI arXiv OpenURL
Mehrotra, Suchit; Maity, Arnab Simultaneous variable selection, clustering, and smoothing in function-on-scalar regression. (English. French summary) Zbl 07566541 Can. J. Stat. 50, No. 1, 180-199 (2022). MSC: 62R10 62J99 62F15 62P10 PDF BibTeX XML Cite \textit{S. Mehrotra} and \textit{A. Maity}, Can. J. Stat. 50, No. 1, 180--199 (2022; Zbl 07566541) Full Text: DOI OpenURL
Cai, Xiong; Xue, Liugen; Cao, Jiguo [Alzheimer’s Disease Neuroimaging Initiative] Robust estimation and variable selection for function-on-scalar regression. (English. French summary) Zbl 07566540 Can. J. Stat. 50, No. 1, 162-179 (2022). MSC: 62G08 62R10 62G35 62G20 PDF BibTeX XML Cite \textit{X. Cai} et al., Can. J. Stat. 50, No. 1, 162--179 (2022; Zbl 07566540) Full Text: DOI OpenURL
Ghosal, Rahul; Maity, Arnab Variable selection in nonparametric functional concurrent regression. (English. French summary) Zbl 07566539 Can. J. Stat. 50, No. 1, 142-161 (2022). MSC: 62G08 65D10 62R10 PDF BibTeX XML Cite \textit{R. Ghosal} and \textit{A. Maity}, Can. J. Stat. 50, No. 1, 142--161 (2022; Zbl 07566539) Full Text: DOI OpenURL
Nie, Yunlong; Yang, Yuping; Wang, Liangliang; Cao, Jiguo Recovering the underlying trajectory from sparse and irregular longitudinal data. (English. French summary) Zbl 07566538 Can. J. Stat. 50, No. 1, 122-141 (2022). MSC: 62G99 62G08 62R10 62H25 62P10 PDF BibTeX XML Cite \textit{Y. Nie} et al., Can. J. Stat. 50, No. 1, 122--141 (2022; Zbl 07566538) Full Text: DOI arXiv OpenURL
Cheng, Kun; Chen, Di-Rong Adaptive estimation for functional data: using a framelet block-thresholding method. (English. French summary) Zbl 07566537 Can. J. Stat. 50, No. 1, 86-121 (2022). MSC: 62R10 62G20 PDF BibTeX XML Cite \textit{K. Cheng} and \textit{D.-R. Chen}, Can. J. Stat. 50, No. 1, 86--121 (2022; Zbl 07566537) Full Text: DOI OpenURL
Liu, Yijia; Li, Lexin; Wang, Xiao A nonlinear sparse neural ordinary differential equation model for multiple functional processes. (English. French summary) Zbl 07566536 Can. J. Stat. 50, No. 1, 59-85 (2022). MSC: 62R10 62G05 68T07 PDF BibTeX XML Cite \textit{Y. Liu} et al., Can. J. Stat. 50, No. 1, 59--85 (2022; Zbl 07566536) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{N. Kadiri} et al., REVSTAT 20, No. 2, 221--249 (2022; Zbl 1491.62028) Full Text: DOI OpenURL
Sözen, Çağlar; Öner, Yüksel The investigation of temperature data in Turkey’s black sea region using functional data analysis. (English) Zbl 07563004 J. Appl. Stat. 49, No. 9, 2403-2415 (2022). MSC: 62Pxx 62H25 62H99 62P12 62-07 PDF BibTeX XML Cite \textit{Ç. Sözen} and \textit{Y. Öner}, J. Appl. Stat. 49, No. 9, 2403--2415 (2022; Zbl 07563004) Full Text: DOI OpenURL
Bouabsa, Wahiba Quadratic error of the conditional quantile for functional data in the local linear estimation with missing at random. (English) Zbl 1491.62026 Appl. Sci. 24, 12-24 (2022). MSC: 62G07 62G08 62G20 62R10 PDF BibTeX XML Cite \textit{W. Bouabsa}, Appl. Sci. 24, 12--24 (2022; Zbl 1491.62026) Full Text: Link OpenURL
Arnone, Eleonora; Ferraccioli, Federico; Pigolotti, Clara; Sangalli, Laura M. A roughness penalty approach to estimate densities over two-dimensional manifolds. (English) Zbl 07561889 Comput. Stat. Data Anal. 174, Article ID 107527, 14 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{E. Arnone} et al., Comput. Stat. Data Anal. 174, Article ID 107527, 14 p. (2022; Zbl 07561889) Full Text: DOI OpenURL
Codazzi, Laura; Colombi, Alessandro; Gianella, Matteo; Argiento, Raffaele; Paci, Lucia; Pini, Alessia Gaussian graphical modeling for spectrometric data analysis. (English) Zbl 07561874 Comput. Stat. Data Anal. 174, Article ID 107416, 14 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{L. Codazzi} et al., Comput. Stat. Data Anal. 174, Article ID 107416, 14 p. (2022; Zbl 07561874) Full Text: DOI arXiv OpenURL
Cai, Xiong; Xue, Liugen; Cao, Jiguo Variable selection for multiple function-on-function linear regression. (English) Zbl 07559721 Stat. Sin. 32, No. 3, 1435-1465 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Cai} et al., Stat. Sin. 32, No. 3, 1435--1465 (2022; Zbl 07559721) Full Text: DOI OpenURL
Boente, Graciela; Kudraszow, Nadia L. Robust smoothed canonical correlation analysis for functional data. (English) Zbl 07559714 Stat. Sin. 32, No. 3, 1269-1293 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{G. Boente} and \textit{N. L. Kudraszow}, Stat. Sin. 32, No. 3, 1269--1293 (2022; Zbl 07559714) Full Text: DOI OpenURL
Bouanani, Oussama; Rachdi, Mustapha; Rahmani, Saâdia High dimensional statistics: quadratic error in the local linear estimation of the relative regression. (English) Zbl 07556141 Bull. Inst. Math., Acad. Sin. (N.S.) 17, No. 2, 235-248 (2022). MSC: 62G05 62G08 62G20 62G35 62H12 PDF BibTeX XML Cite \textit{O. Bouanani} et al., Bull. Inst. Math., Acad. Sin. (N.S.) 17, No. 2, 235--248 (2022; Zbl 07556141) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{L. Fernandez-Piana} and \textit{M. Svarc}, AStA, Adv. Stat. Anal. 106, No. 2, 175--197 (2022; Zbl 1490.62122) Full Text: DOI OpenURL
Liu, Xijia; Nassar, Hiba; Podgórski, Krzysztof Dyadic diagonalization of positive definite band matrices and efficient \(B\)-spline orthogonalization. (English) Zbl 1490.65016 J. Comput. Appl. Math. 414, Article ID 114444, 22 p. (2022). MSC: 65D07 65F25 62R10 46N30 15A23 15B05 PDF BibTeX XML Cite \textit{X. Liu} et al., J. Comput. Appl. Math. 414, Article ID 114444, 22 p. (2022; Zbl 1490.65016) Full Text: DOI OpenURL
Baek, Seungchul; Kim, Yewon; Park, Junyong; Lee, Jong Soo Revisit to functional data analysis of sleeping energy expenditure. (English) Zbl 07549100 J. Appl. Stat. 49, No. 4, 988-1002 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{S. Baek} et al., J. Appl. Stat. 49, No. 4, 988--1002 (2022; Zbl 07549100) Full Text: DOI OpenURL
Shao, Lingxuan; Lin, Zhenhua; Yao, Fang Intrinsic Riemannian functional data analysis for sparse longitudinal observations. (English) Zbl 07547947 Ann. Stat. 50, No. 3, 1696-1721 (2022). MSC: 62R10 62R30 PDF BibTeX XML Cite \textit{L. Shao} et al., Ann. Stat. 50, No. 3, 1696--1721 (2022; Zbl 07547947) Full Text: DOI OpenURL
Ge, Shufei; Wang, Shijia; Nathoo, Farouk S.; Wang, Liangliang Online Bayesian learning for mixtures of spatial spline regressions with mixed effects. (English) Zbl 07546445 J. Stat. Comput. Simulation 92, No. 7, 1530-1566 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Ge} et al., J. Stat. Comput. Simulation 92, No. 7, 1530--1566 (2022; Zbl 07546445) Full Text: DOI OpenURL
Mostafaiy, Behdad On estimation in varying coefficient models for sparse and irregularly sampled functional data. (English) Zbl 07545792 Commun. Stat., Simulation Comput. 51, No. 3, 1030-1045 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{B. Mostafaiy}, Commun. Stat., Simulation Comput. 51, No. 3, 1030--1045 (2022; Zbl 07545792) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \textit{U. Beyaztas} and \textit{H. L. Shang}, Math. Model. Anal. 27, No. 2, 322--341 (2022; Zbl 1489.62122) Full Text: DOI OpenURL
Dubey, Paromita; Chen, Yaqing; Gajardo, Álvaro; Bhattacharjee, Satarupa; Carroll, Cody; Zhou, Yidong; Chen, Han; Müller, Hans-Georg Learning delay dynamics for multivariate stochastic processes, with application to the prediction of the growth rate of COVID-19 cases in the United States. (English) Zbl 07545040 J. Math. Anal. Appl. 514, No. 2, Article ID 125677, 27 p. (2022). MSC: 62Gxx 62Jxx 62Pxx PDF BibTeX XML Cite \textit{P. Dubey} et al., J. Math. Anal. Appl. 514, No. 2, Article ID 125677, 27 p. (2022; Zbl 07545040) Full Text: DOI OpenURL
Alattar, Munqath; Sali, Attila Strongly possible functional dependencies for SQL. (English) Zbl 07541743 Acta Cybern. 25, No. 3, 647-675 (2022). MSC: 68P15 68Q25 PDF BibTeX XML Cite \textit{M. Alattar} and \textit{A. Sali}, Acta Cybern. 25, No. 3, 647--675 (2022; Zbl 07541743) Full Text: DOI OpenURL
Kim, Hyunsung; Lim, Yaeji Bootstrap aggregated classification for sparse functional data. (English) Zbl 07540774 J. Appl. Stat. 49, No. 8, 2052-2063 (2022). MSC: 35Q62 62Pxx PDF BibTeX XML Cite \textit{H. Kim} and \textit{Y. Lim}, J. Appl. Stat. 49, No. 8, 2052--2063 (2022; Zbl 07540774) Full Text: DOI OpenURL
Álvarez-Esteban, Pedro C.; García-Escudero, Luis A. Robust clustering of functional directional data. (English) Zbl 07538948 Adv. Data Anal. Classif., ADAC 16, No. 1, 181-199 (2022). MSC: 62H30 62H11 62G35 PDF BibTeX XML Cite \textit{P. C. Álvarez-Esteban} and \textit{L. A. García-Escudero}, Adv. Data Anal. Classif., ADAC 16, No. 1, 181--199 (2022; Zbl 07538948) Full Text: DOI OpenURL
Saart, Patrick W.; Xia, Yingcun Functional time series approach to analyzing asset returns co-movements. (English) Zbl 07538793 J. Econom. 229, No. 1, 127-151 (2022). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{P. W. Saart} and \textit{Y. Xia}, J. Econom. 229, No. 1, 127--151 (2022; Zbl 07538793) Full Text: DOI OpenURL
Almanjahie, Ibrahim M.; Aissiri, Khlood A.; Laksaci, Ali; Elmezouar, Zouaoui Chikr The \(k\) nearest neighbors smoothing of the relative-error regression with functional regressor. (English) Zbl 07533578 Commun. Stat., Theory Methods 51, No. 12, 4196-4209 (2022). MSC: 62G08 62G10 62G35 62G07 62G32 62G30 62H12 PDF BibTeX XML Cite \textit{I. M. Almanjahie} et al., Commun. Stat., Theory Methods 51, No. 12, 4196--4209 (2022; Zbl 07533578) Full Text: DOI OpenURL
Rachdi, Mustapha; Laksaci, Ali; Al-Kandari, Noriah M. Expectile regression for spatial functional data analysis (sFDA). (English) Zbl 07532799 Metrika 85, No. 5, 627-655 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Rachdi} et al., Metrika 85, No. 5, 627--655 (2022; Zbl 07532799) Full Text: DOI OpenURL
Alodat, Tareq; Olenko, Andriy On asymptotics of discretized functionals of long-range dependent functional data. (English) Zbl 07532284 Commun. Stat., Theory Methods 51, No. 2, 448-473 (2022). MSC: 60G60 62M30 62M40 60F99 62-XX PDF BibTeX XML Cite \textit{T. Alodat} and \textit{A. Olenko}, Commun. Stat., Theory Methods 51, No. 2, 448--473 (2022; Zbl 07532284) Full Text: DOI OpenURL
Hooker, Giles; Shang, Han Lin Selecting the derivative of a functional covariate in scalar-on-function regression. (English) Zbl 1486.62007 Stat. Comput. 32, No. 3, Paper No. 35, 12 p. (2022). MSC: 62-08 62G08 62R10 PDF BibTeX XML Cite \textit{G. Hooker} and \textit{H. L. Shang}, Stat. Comput. 32, No. 3, Paper No. 35, 12 p. (2022; Zbl 1486.62007) Full Text: DOI OpenURL
Suzuki, Joe Kernel methods for machine learning with Math and R. 100 exercises for building logic. (English) Zbl 1486.68004 Singapore: Springer (ISBN 978-981-19-0397-7/pbk; 978-981-19-0398-4/ebook). xii, 196 p. (2022). MSC: 68-01 46E22 60G15 68T05 68T09 PDF BibTeX XML Cite \textit{J. Suzuki}, Kernel methods for machine learning with Math and R. 100 exercises for building logic. Singapore: Springer (2022; Zbl 1486.68004) Full Text: DOI OpenURL
Suzuki, Joe Kernel methods for machine learning with Math and Python. 100 exercises for building logic. (English) Zbl 1491.68006 Singapore: Springer (ISBN 978-981-19-0400-4/pbk; 978-981-19-0401-1/ebook). xii, 208 p. (2022). MSC: 68-01 46E22 60G15 68T05 68T09 PDF BibTeX XML Cite \textit{J. Suzuki}, Kernel methods for machine learning with Math and Python. 100 exercises for building logic. Singapore: Springer (2022; Zbl 1491.68006) Full Text: DOI OpenURL
Edoh, Ametana; Zakari, Djibibe Moussa; Koulinté, Aleda Strongly generalized solution of a fractional problem of parabolic evolution of order-two in a plate with integral boundary conditions. (English) Zbl 07527608 Adv. Differ. Equ. Control Process. 26, 131-141 (2022). MSC: 35K70 35B45 46E30 35D05 35B30 PDF BibTeX XML Cite \textit{A. Edoh} et al., Adv. Differ. Equ. Control Process. 26, 131--141 (2022; Zbl 07527608) Full Text: DOI OpenURL
Benziadi, Fatima; Bouazza, Imane Consistency result of recursive conditional distribution estimate for dependent data under left truncation, with applications to the conditional quantile. (English) Zbl 1485.62041 Bull. Inst. Math., Acad. Sin. (N.S.) 17, No. 1, 53-81 (2022). MSC: 62G08 62G20 62N02 62G35 62E20 PDF BibTeX XML Cite \textit{F. Benziadi} and \textit{I. Bouazza}, Bull. Inst. Math., Acad. Sin. (N.S.) 17, No. 1, 53--81 (2022; Zbl 1485.62041) Full Text: DOI OpenURL
He, Shiyuan; Yan, Xiaomeng Functional principal subspace sampling for large scale functional data analysis. (English) Zbl 07524982 Electron. J. Stat. 16, No. 1, 2621-2682 (2022). MSC: 62R10 62H25 62D99 PDF BibTeX XML Cite \textit{S. He} and \textit{X. Yan}, Electron. J. Stat. 16, No. 1, 2621--2682 (2022; Zbl 07524982) Full Text: DOI Link OpenURL
Golovkine, Steven; Klutchnikoff, Nicolas; Patilea, Valentin Learning the smoothness of noisy curves with application to online curve estimation. (English) Zbl 07524957 Electron. J. Stat. 16, No. 1, 1485-1560 (2022). MSC: 62R10 62G05 62M09 PDF BibTeX XML Cite \textit{S. Golovkine} et al., Electron. J. Stat. 16, No. 1, 1485--1560 (2022; Zbl 07524957) Full Text: DOI Link OpenURL
Dai, Xiongtao Statistical inference on the Hilbert sphere with application to random densities. (English) Zbl 07524939 Electron. J. Stat. 16, No. 1, 700-736 (2022). MSC: 62G20 62G05 62G99 PDF BibTeX XML Cite \textit{X. Dai}, Electron. J. Stat. 16, No. 1, 700--736 (2022; Zbl 07524939) Full Text: DOI Link OpenURL
Fang, Qin; Guo, Shaojun; Qiao, Xinghao Finite sample theory for high-dimensional functional/scalar time series with applications. (English) Zbl 07524935 Electron. J. Stat. 16, No. 1, 527-591 (2022). MSC: 62M10 62R10 62J07 PDF BibTeX XML Cite \textit{Q. Fang} et al., Electron. J. Stat. 16, No. 1, 527--591 (2022; Zbl 07524935) Full Text: DOI Link OpenURL
Meyer, Mark J.; Morris, Jeffrey S.; Gazes, Regina Paxton; Coull, Brent A. Ordinal probit functional outcome regression with application to computer-use behavior in rhesus monkeys. (English) Zbl 07522946 Ann. Appl. Stat. 16, No. 1, 537-550 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{M. J. Meyer} et al., Ann. Appl. Stat. 16, No. 1, 537--550 (2022; Zbl 07522946) Full Text: DOI OpenURL
Guan, Tianyu; Nguyen, Robert; Cao, Jiguo; Swartz, Tim In-game win probabilities for the National Rugby League. (English) Zbl 07522937 Ann. Appl. Stat. 16, No. 1, 349-367 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{T. Guan} et al., Ann. Appl. Stat. 16, No. 1, 349--367 (2022; Zbl 07522937) Full Text: DOI OpenURL
Yarger, Drew; Stoev, Stilian; Hsing, Tailen A functional-data approach to the argo data. (English) Zbl 07522932 Ann. Appl. Stat. 16, No. 1, 216-246 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{D. Yarger} et al., Ann. Appl. Stat. 16, No. 1, 216--246 (2022; Zbl 07522932) Full Text: DOI OpenURL
Miguel, Sergio Brenner; Phandoidaen, Nathawut Multiplicative deconvolution in survival analysis under dependency. (English) Zbl 07518373 Statistics 56, No. 2, 297-328 (2022). MSC: 62G05 62N02 62C20 PDF BibTeX XML Cite \textit{S. B. Miguel} and \textit{N. Phandoidaen}, Statistics 56, No. 2, 297--328 (2022; Zbl 07518373) Full Text: DOI OpenURL
Lee, Kuang-Yao; Li, Lexin Functional sufficient dimension reduction through average Fréchet derivatives. (English) Zbl 1486.62115 Ann. Stat. 50, No. 2, 904-929 (2022). MSC: 62G08 62G20 62H12 62R10 PDF BibTeX XML Cite \textit{K.-Y. Lee} and \textit{L. Li}, Ann. Stat. 50, No. 2, 904--929 (2022; Zbl 1486.62115) Full Text: DOI OpenURL
Zhao, Yuxuan; Matteson, David S.; Mostofsky, Stewart H.; Nebel, Mary Beth; Risk, Benjamin B. Group linear non-Gaussian component analysis with applications to neuroimaging. (English) Zbl 07512640 Comput. Stat. Data Anal. 171, Article ID 107454, 15 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Zhao} et al., Comput. Stat. Data Anal. 171, Article ID 107454, 15 p. (2022; Zbl 07512640) Full Text: DOI OpenURL
Guan, Tianyu; Lin, Zhenhua; Groves, Kevin; Cao, Jiguo Sparse functional partial least squares regression with a locally sparse slope function. (English) Zbl 1484.62003 Stat. Comput. 32, No. 2, Paper No. 30, 11 p. (2022). MSC: 62-08 62H25 62J05 62R10 PDF BibTeX XML Cite \textit{T. Guan} et al., Stat. Comput. 32, No. 2, Paper No. 30, 11 p. (2022; Zbl 1484.62003) Full Text: DOI OpenURL
Dietrich, Felix; Yair, Or; Mulayoff, Rotem; Talmon, Ronen; Kevrekidis, Ioannis G. Spectral discovery of jointly smooth features for multimodal data. (English) Zbl 07507774 SIAM J. Math. Data Sci. 4, No. 1, 410-430 (2022). MSC: 68T05 94A12 46N40 47N40 35K08 58C05 PDF BibTeX XML Cite \textit{F. Dietrich} et al., SIAM J. Math. Data Sci. 4, No. 1, 410--430 (2022; Zbl 07507774) Full Text: DOI OpenURL
Sara, Leulmi Nonparametric local linear regression estimation for censored data and functional regressors. (English) Zbl 1484.62046 J. Korean Stat. Soc. 51, No. 1, 25-46 (2022). MSC: 62G08 62G20 62N01 62P30 62M10 62R10 PDF BibTeX XML Cite \textit{L. Sara}, J. Korean Stat. Soc. 51, No. 1, 25--46 (2022; Zbl 1484.62046) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{Y. Sun} and \textit{Q. Wang}, J. Stat. Plann. Inference 219, 13--32 (2022; Zbl 1484.62098) Full Text: DOI OpenURL
Xiao, Juxia; Xie, Tianfa; Zhang, Zhongzhan Estimation in partially observed functional linear quantile regression. (English) Zbl 07502215 J. Syst. Sci. Complex. 35, No. 1, 313-341 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Xiao} et al., J. Syst. Sci. Complex. 35, No. 1, 313--341 (2022; Zbl 07502215) Full Text: DOI OpenURL
Belishev, Mikhail I.; Simonov, Sergey A. A canonical model of the one-dimensional dynamical Dirac system with boundary control. (English) Zbl 1491.35368 Evol. Equ. Control Theory 11, No. 1, 283-300 (2022). MSC: 35Q41 35B30 47N70 46N20 93B28 78A05 PDF BibTeX XML Cite \textit{M. I. Belishev} and \textit{S. A. Simonov}, Evol. Equ. Control Theory 11, No. 1, 283--300 (2022; Zbl 1491.35368) Full Text: DOI OpenURL
Shen, Jinqi; Stoev, Stilian; Hsing, Tailen Tangent fields, intrinsic stationarity, and self similarity. (English) Zbl 07500297 Electron. J. Probab. 27, Paper No. 34, 56 p. (2022). MSC: 60G10 60G12 60G18 60G22 62R10 62H11 PDF BibTeX XML Cite \textit{J. Shen} et al., Electron. J. Probab. 27, Paper No. 34, 56 p. (2022; Zbl 07500297) Full Text: DOI OpenURL
Birbilas, Algimantas; Račkauskas, Alfredas Functional modelling of telecommunications data. (English) Zbl 1483.62201 Math. Model. Anal. 27, No. 1, 117-133 (2022). MSC: 62P30 62R10 62M10 90B18 PDF BibTeX XML Cite \textit{A. Birbilas} and \textit{A. Račkauskas}, Math. Model. Anal. 27, No. 1, 117--133 (2022; Zbl 1483.62201) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{N. Darabi} and \textit{S. M. E. Hosseini-Nasab}, J. Stat. Comput. Simulation 92, No. 5, 1034--1046 (2022; Zbl 07498023) Full Text: DOI OpenURL
Zhang, Xiaochen; Fang, Kuangnan; Zhang, Qingzhao Multivariate functional generalized additive models. (English) Zbl 07498015 J. Stat. Comput. Simulation 92, No. 4, 875-893 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Zhang} et al., J. Stat. Comput. Simulation 92, No. 4, 875--893 (2022; Zbl 07498015) Full Text: DOI OpenURL
Li, Bing; Song, Jun Dimension reduction for functional data based on weak conditional moments. (English) Zbl 1486.62116 Ann. Stat. 50, No. 1, 107-128 (2022). MSC: 62G08 62H99 62B05 62R10 PDF BibTeX XML Cite \textit{B. Li} and \textit{J. Song}, Ann. Stat. 50, No. 1, 107--128 (2022; Zbl 1486.62116) Full Text: DOI OpenURL
Zhang, Jin-Ting; Zhu, Tianming A new k-nearest neighbors classifier for functional data. (English) Zbl 07493255 Stat. Interface 15, No. 2, 247-260 (2022). MSC: 62H30 62M99 62-XX PDF BibTeX XML Cite \textit{J.-T. Zhang} and \textit{T. Zhu}, Stat. Interface 15, No. 2, 247--260 (2022; Zbl 07493255) Full Text: DOI OpenURL
Dickinson, Abigail; DiStefano, Charlotte; Jeste, Shafali; Scheffler, Aaron; Şentürk, Damla Covariate-adjusted hybrid principal components analysis for region-referenced functional EEG data. (English) Zbl 07493252 Stat. Interface 15, No. 2, 209-223 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Dickinson} et al., Stat. Interface 15, No. 2, 209--223 (2022; Zbl 07493252) Full Text: DOI OpenURL
Zhang, Bingsong; Wang, Shuqi; Mei, Xiaohan; Han, Yue; Wang, Runqiu; Fang, Hong-Bin; Chiu, Chi-Yang; Ding, Jun; Wang, Zuoheng; Wilson, Alexander F.; Bailey-Wilson, Joan E.; Xiong, Momiao; Fan, Ruzong Stochastic functional linear models for gene-based association analysis of quantitative traits in longitudinal studies. (English) Zbl 07493250 Stat. Interface 15, No. 2, 181-196 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{B. Zhang} et al., Stat. Interface 15, No. 2, 181--196 (2022; Zbl 07493250) Full Text: DOI OpenURL
Zamani, Atefeh; Haghbin, Hosssein; Hashemi, Maryam; Hyndman, Rob J. Seasonal functional autoregressive models. (English) Zbl 07492793 J. Time Ser. Anal. 43, No. 2, 197-218 (2022). MSC: 62M10 62R10 PDF BibTeX XML Cite \textit{A. Zamani} et al., J. Time Ser. Anal. 43, No. 2, 197--218 (2022; Zbl 07492793) Full Text: DOI Link OpenURL
Bitsouni, Vasiliki; Tsilidis, Vasilis Mathematical modeling of tumor-immune system interactions: the effect of rituximab on breast cancer immune response. (English) Zbl 1483.92043 J. Theor. Biol. 539, Article ID 111001, 20 p. (2022). MSC: 92C32 92C50 92C37 34A34 PDF BibTeX XML Cite \textit{V. Bitsouni} and \textit{V. Tsilidis}, J. Theor. Biol. 539, Article ID 111001, 20 p. (2022; Zbl 1483.92043) Full Text: DOI arXiv OpenURL
Boudada, Halima A non-parametric estimation of the conditional quantile for truncated and functional data. (English) Zbl 1486.62097 Int. J. Math. Oper. Res. 21, No. 1, 127-140 (2022). MSC: 62G08 62G05 62G20 62R10 PDF BibTeX XML Cite \textit{H. Boudada}, Int. J. Math. Oper. Res. 21, No. 1, 127--140 (2022; Zbl 1486.62097) Full Text: DOI OpenURL
Francom, Devin; Sansó, Bruno; Kupresanin, Ana Landmark-warped emulators for models with misaligned functional response. (English) Zbl 1482.62121 SIAM/ASA J. Uncertain. Quantif. 10, 125-150 (2022). MSC: 62P35 62R10 62J02 PDF BibTeX XML Cite \textit{D. Francom} et al., SIAM/ASA J. Uncertain. Quantif. 10, 125--150 (2022; Zbl 1482.62121) Full Text: DOI OpenURL
Arnone, Eleonora; Kneip, Alois; Nobile, Fabio; Sangalli, Laura M. Some first results on the consistency of spatial regression with partial differential equation regularization. (English) Zbl 07484116 Stat. Sin. 32, No. 1, 209-238 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{E. Arnone} et al., Stat. Sin. 32, No. 1, 209--238 (2022; Zbl 07484116) Full Text: DOI Link OpenURL
Dai, Xiongtao; Müller, Hans-Georg; Tao, Wenwen Correction to: “Derivative principal components for representing the time dynamics of longitudinal and functional data”. (English) Zbl 1481.62031 Stat. Sin. 32, No. 1, 179-180 (2022). MSC: 62H25 62G05 62G20 62R10 PDF BibTeX XML Cite \textit{X. Dai} et al., Stat. Sin. 32, No. 1, 179--180 (2022; Zbl 1481.62031) Full Text: DOI OpenURL
Lasserre, Jean Bernard; Pauwels, Edouard; Putinar, Mihai The Christoffel-Darboux kernel for data analysis. (English) Zbl 07483518 Cambridge Monographs on Applied and Computational Mathematics 38. Cambridge: Cambridge University Press (ISBN 978-1-108-83806-1/hbk; 978-1-108-93707-8/ebook). xv, 168 p. (2022). MSC: 68T09 42C05 47N30 42-02 62-01 62R10 PDF BibTeX XML Cite \textit{J. B. Lasserre} et al., The Christoffel-Darboux kernel for data analysis. Cambridge: Cambridge University Press (2022; Zbl 07483518) Full Text: DOI OpenURL
Chen, Di-Rong; Cheng, Kun; Liu, Chao Framelet block thresholding estimator for sparse functional data. (English) Zbl 07482263 J. Multivariate Anal. 189, Article ID 104895, 20 p. (2022). MSC: 62Hxx 62R10 62G05 PDF BibTeX XML Cite \textit{D.-R. Chen} et al., J. Multivariate Anal. 189, Article ID 104895, 20 p. (2022; Zbl 07482263) Full Text: DOI OpenURL
Římalová, Veronika; Fišerová, Eva; Menafoglio, Alessandra; Pini, Alessia Inference for spatial regression models with functional response using a permutational approach. (English) Zbl 07482261 J. Multivariate Anal. 189, Article ID 104893, 12 p. (2022). MSC: 62Hxx 62R10 62H11 62G10 PDF BibTeX XML Cite \textit{V. Římalová} et al., J. Multivariate Anal. 189, Article ID 104893, 12 p. (2022; Zbl 07482261) Full Text: DOI OpenURL
Elías, Antonio; Jiménez, Raúl; Shang, Han Lin On projection methods for functional time series forecasting. (English) Zbl 07482258 J. Multivariate Anal. 189, Article ID 104890, 13 p. (2022). MSC: 62Hxx 62R10 62G30 PDF BibTeX XML Cite \textit{A. Elías} et al., J. Multivariate Anal. 189, Article ID 104890, 13 p. (2022; Zbl 07482258) Full Text: DOI arXiv OpenURL
Kim, Mihyun; Kokoszka, Piotr Extremal dependence measure for functional data. (English) Zbl 07482255 J. Multivariate Anal. 189, Article ID 104887, 20 p. (2022). MSC: 62Hxx 62G05 62G32 62H20 PDF BibTeX XML Cite \textit{M. Kim} and \textit{P. Kokoszka}, J. Multivariate Anal. 189, Article ID 104887, 20 p. (2022; Zbl 07482255) Full Text: DOI OpenURL
Hörmann, Siegfried; Jammoul, Fatima Consistently recovering the signal from noisy functional data. (English) Zbl 07482254 J. Multivariate Anal. 189, Article ID 104886, 18 p. (2022). MSC: 62Hxx 62R10 62H25 PDF BibTeX XML Cite \textit{S. Hörmann} and \textit{F. Jammoul}, J. Multivariate Anal. 189, Article ID 104886, 18 p. (2022; Zbl 07482254) Full Text: DOI arXiv OpenURL
Castrillón-Candás, Julio E.; Kon, Mark Anomaly detection: a functional analysis perspective. (English) Zbl 07482253 J. Multivariate Anal. 189, Article ID 104885, 17 p. (2022). MSC: 62Hxx 60G60 46-08 PDF BibTeX XML Cite \textit{J. E. Castrillón-Candás} and \textit{M. Kon}, J. Multivariate Anal. 189, Article ID 104885, 17 p. (2022; Zbl 07482253) Full Text: DOI arXiv OpenURL
Boukhiar, Souad; Mourid, Tahar Resolvent estimators for functional autoregressive processes with random coefficients. (English) Zbl 07482252 J. Multivariate Anal. 189, Article ID 104884, 15 p. (2022). MSC: 62H12 62F12 PDF BibTeX XML Cite \textit{S. Boukhiar} and \textit{T. Mourid}, J. Multivariate Anal. 189, Article ID 104884, 15 p. (2022; Zbl 07482252) Full Text: DOI OpenURL
Belli, Edoardo Smoothly adaptively centered ridge estimator. (English) Zbl 07482251 J. Multivariate Anal. 189, Article ID 104882, 13 p. (2022). MSC: 62H12 62F12 PDF BibTeX XML Cite \textit{E. Belli}, J. Multivariate Anal. 189, Article ID 104882, 13 p. (2022; Zbl 07482251) Full Text: DOI arXiv OpenURL
Helander, Sami; Laketa, Petra; Ilmonen, Pauliina; Nagy, Stanislav; Van Bever, Germain; Viitasaari, Lauri Integrated shape-sensitive functional metrics. (English) Zbl 07482249 J. Multivariate Anal. 189, Article ID 104880, 12 p. (2022). MSC: 62Hxx 62R10 62R20 PDF BibTeX XML Cite \textit{S. Helander} et al., J. Multivariate Anal. 189, Article ID 104880, 12 p. (2022; Zbl 07482249) Full Text: DOI arXiv OpenURL
Diquigiovanni, Jacopo; Fontana, Matteo; Vantini, Simone Conformal prediction bands for multivariate functional data. (English) Zbl 07482248 J. Multivariate Anal. 189, Article ID 104879, 14 p. (2022). MSC: 62Hxx 62R10 62G15 PDF BibTeX XML Cite \textit{J. Diquigiovanni} et al., J. Multivariate Anal. 189, Article ID 104879, 14 p. (2022; Zbl 07482248) Full Text: DOI arXiv OpenURL
Horváth, Lajos; Rice, Gregory; Zhao, Yuqian Change point analysis of covariance functions: a weighted cumulative sum approach. (English) Zbl 07482246 J. Multivariate Anal. 189, Article ID 104877, 23 p. (2022). MSC: 62H12 62F12 PDF BibTeX XML Cite \textit{L. Horváth} et al., J. Multivariate Anal. 189, Article ID 104877, 23 p. (2022; Zbl 07482246) Full Text: DOI OpenURL
Roy, Arkaprava; Ghosal, Subhashis Optimal Bayesian smoothing of functional observations over a large graph. (English) Zbl 07482245 J. Multivariate Anal. 189, Article ID 104876, 14 p. (2022). MSC: 62Hxx 62G20 62F12 62F15 PDF BibTeX XML Cite \textit{A. Roy} and \textit{S. Ghosal}, J. Multivariate Anal. 189, Article ID 104876, 14 p. (2022; Zbl 07482245) Full Text: DOI arXiv OpenURL
Fang, Kuangnan; Chen, Yuanxing; Ma, Shuangge; Zhang, Qingzhao Biclustering analysis of functionals via penalized fusion. (English) Zbl 07482243 J. Multivariate Anal. 189, Article ID 104874, 20 p. (2022). MSC: 62H30 62R10 PDF BibTeX XML Cite \textit{K. Fang} et al., J. Multivariate Anal. 189, Article ID 104874, 20 p. (2022; Zbl 07482243) Full Text: DOI OpenURL