Kalogridis, Ioannis Asymptotics for M-type smoothing splines with non-smooth objective functions. (English) Zbl 07567476 Test 31, No. 2, 373-389 (2022). MSC: 62G08 62G35 62G20 PDF BibTeX XML Cite \textit{I. Kalogridis}, Test 31, No. 2, 373--389 (2022; Zbl 07567476) 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
Xiao, Piaoxuan; Wang, Guochang Partial functional linear regression with autoregressive errors. (English) Zbl 07562246 Commun. Stat., Theory Methods 51, No. 13, 4515-4536 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{P. Xiao} and \textit{G. Wang}, Commun. Stat., Theory Methods 51, No. 13, 4515--4536 (2022; Zbl 07562246) 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
Luo, Ruiyan; Qi, Xin Functional regression for densely observed data with novel regularization. (English) Zbl 07499895 J. Comput. Graph. Stat. 30, No. 1, 220-235 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Luo} and \textit{X. Qi}, J. Comput. Graph. Stat. 30, No. 1, 220--235 (2021; Zbl 07499895) Full Text: DOI OpenURL
Yan, Xingyu; Zhou, Yingchun; Pu, Xiaolong; Zhao, Peng Functional multiple-outcome model in application to multivariate growth curves of infant data. (English) Zbl 1472.92060 J. Syst. Sci. Complex. 34, No. 4, 1555-1577 (2021). MSC: 92C15 62P10 PDF BibTeX XML Cite \textit{X. Yan} et al., J. Syst. Sci. Complex. 34, No. 4, 1555--1577 (2021; Zbl 1472.92060) Full Text: DOI OpenURL
Nie, Yunlong; Cao, Jiguo Sparse functional principal component analysis in a new regression framework. (English) Zbl 07345883 Comput. Stat. Data Anal. 152, Article ID 107016, 15 p. (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Nie} and \textit{J. Cao}, Comput. Stat. Data Anal. 152, Article ID 107016, 15 p. (2020; Zbl 07345883) Full Text: DOI OpenURL
Zhu, Hanbing; Li, Rui; Zhang, Riquan; Lian, Heng Nonlinear functional canonical correlation analysis via distance covariance. (English) Zbl 1450.62059 J. Multivariate Anal. 180, Article ID 104662, 15 p. (2020). MSC: 62H20 62G05 62G20 62R10 PDF BibTeX XML Cite \textit{H. Zhu} et al., J. Multivariate Anal. 180, Article ID 104662, 15 p. (2020; Zbl 1450.62059) Full Text: DOI OpenURL
Lila, Eardi; Arridge, Simon; Aston, John A. D. Representation and reconstruction of covariance operators in linear inverse problems. (English) Zbl 1446.62169 Inverse Probl. 36, No. 8, Article ID 085002, 33 p. (2020). MSC: 62H25 62P10 62R10 PDF BibTeX XML Cite \textit{E. Lila} et al., Inverse Probl. 36, No. 8, Article ID 085002, 33 p. (2020; Zbl 1446.62169) Full Text: DOI arXiv OpenURL
Wang, Guochang; Zhang, Baoxue; Liao, Wenhui; Xie, Baojian Estimation of functional regression model via functional dimension reduction. (English) Zbl 1440.62406 J. Comput. Appl. Math. 379, Article ID 112948, 18 p. (2020). MSC: 62R10 62J02 65D07 PDF BibTeX XML Cite \textit{G. Wang} et al., J. Comput. Appl. Math. 379, Article ID 112948, 18 p. (2020; Zbl 1440.62406) Full Text: DOI OpenURL
Reiss, Philip T.; Xu, Meng Tensor product splines and functional principal components. (English) Zbl 1435.62451 J. Stat. Plann. Inference 208, 1-12 (2020). MSC: 62R10 62H25 65D07 47A80 62H35 62P10 60L90 PDF BibTeX XML Cite \textit{P. T. Reiss} and \textit{M. Xu}, J. Stat. Plann. Inference 208, 1--12 (2020; Zbl 1435.62451) Full Text: DOI OpenURL
Jones, Ben; Artemiou, Andreas; Li, Bing On the predictive potential of kernel principal components. (English) Zbl 1437.62145 Electron. J. Stat. 14, No. 1, 1-23 (2020). Reviewer: Pavel Stoynov (Sofia) MSC: 62G08 62G07 60K35 62H25 PDF BibTeX XML Cite \textit{B. Jones} et al., Electron. J. Stat. 14, No. 1, 1--23 (2020; Zbl 1437.62145) Full Text: DOI Euclid Link OpenURL
Lin, Zhenhua; Yao, Fang Intrinsic Riemannian functional data analysis. (English) Zbl 1435.62264 Ann. Stat. 47, No. 6, 3533-3577 (2019). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62J05 62P10 62H25 62R10 62R30 PDF BibTeX XML Cite \textit{Z. Lin} and \textit{F. Yao}, Ann. Stat. 47, No. 6, 3533--3577 (2019; Zbl 1435.62264) Full Text: DOI arXiv Euclid OpenURL
Kalogridis, Ioannis; Van Aelst, Stefan Robust functional regression based on principal components. (English) Zbl 1422.62101 J. Multivariate Anal. 173, 393-415 (2019). MSC: 62F12 62F35 62J07 PDF BibTeX XML Cite \textit{I. Kalogridis} and \textit{S. Van Aelst}, J. Multivariate Anal. 173, 393--415 (2019; Zbl 1422.62101) Full Text: DOI arXiv OpenURL
Wang, Guochang; Song, Xinyuan Functional sufficient dimension reduction for functional data classification. (English) Zbl 1422.62230 J. Classif. 35, No. 2, 250-272 (2018). MSC: 62H30 62J02 PDF BibTeX XML Cite \textit{G. Wang} and \textit{X. Song}, J. Classif. 35, No. 2, 250--272 (2018; Zbl 1422.62230) Full Text: DOI OpenURL
Guillas, Serge; Sarri, Andria; Day, Simon J.; Liu, Xiaoyu; Dias, Frederic Functional emulation of high resolution tsunami modelling over cascadia. (English) Zbl 1411.62337 Ann. Appl. Stat. 12, No. 4, 2023-2053 (2018). MSC: 62P12 62M10 PDF BibTeX XML Cite \textit{S. Guillas} et al., Ann. Appl. Stat. 12, No. 4, 2023--2053 (2018; Zbl 1411.62337) Full Text: DOI Euclid OpenURL
Lin, Zhenhua; Müller, Hans-Georg; Yao, Fang Mixture inner product spaces and their application to functional data analysis. (English) Zbl 1393.62029 Ann. Stat. 46, No. 1, 370-400 (2018). MSC: 62H25 62G07 62G20 PDF BibTeX XML Cite \textit{Z. Lin} et al., Ann. Stat. 46, No. 1, 370--400 (2018; Zbl 1393.62029) Full Text: DOI OpenURL
Tipireddy, Ramakrishna; Stinis, Panagiotis; Tartakovsky, Alexandre M. Stochastic basis adaptation and spatial domain decomposition for partial differential equations with random coefficients. (English) Zbl 1390.60247 SIAM/ASA J. Uncertain. Quantif. 6, 273-301 (2018). MSC: 60H15 60H35 PDF BibTeX XML Cite \textit{R. Tipireddy} et al., SIAM/ASA J. Uncertain. Quantif. 6, 273--301 (2018; Zbl 1390.60247) Full Text: DOI arXiv OpenURL
Nie, Yunlong; Wang, Liangliang; Liu, Baisen; Cao, Jiguo Supervised functional principal component analysis. (English) Zbl 1384.62187 Stat. Comput. 28, No. 3, 713-723 (2018). MSC: 62H25 62J12 62P10 PDF BibTeX XML Cite \textit{Y. Nie} et al., Stat. Comput. 28, No. 3, 713--723 (2018; Zbl 1384.62187) Full Text: DOI OpenURL
Durban, Maria; Aguilera-Morillo, M. Carmen On the estimation of functional random effects. (English) Zbl 07289477 Stat. Model. 17, No. 1-2, 50-58 (2017). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Durban} and \textit{M. C. Aguilera-Morillo}, Stat. Model. 17, No. 1--2, 50--58 (2017; Zbl 07289477) Full Text: DOI OpenURL
Tipireddy, R.; Stinis, P.; Tartakovsky, A. M. Basis adaptation and domain decomposition for steady-state partial differential equations with random coefficients. (English) Zbl 1375.35643 J. Comput. Phys. 351, 203-215 (2017). MSC: 35R60 65N55 PDF BibTeX XML Cite \textit{R. Tipireddy} et al., J. Comput. Phys. 351, 203--215 (2017; Zbl 1375.35643) Full Text: DOI arXiv OpenURL
Yamamoto, Michio; Hwang, Heungsun Dimension-reduced clustering of functional data via subspace separation. (English) Zbl 1373.62319 J. Classif. 34, No. 2, 294-326 (2017). MSC: 62H30 62H25 65C60 PDF BibTeX XML Cite \textit{M. Yamamoto} and \textit{H. Hwang}, J. Classif. 34, No. 2, 294--326 (2017; Zbl 1373.62319) Full Text: DOI OpenURL
Chen, Lu-Hung; Jiang, Ci-Ren Multi-dimensional functional principal component analysis. (English) Zbl 06737705 Stat. Comput. 27, No. 5, 1181-1192 (2017). MSC: 62-XX PDF BibTeX XML Cite \textit{L.-H. Chen} and \textit{C.-R. Jiang}, Stat. Comput. 27, No. 5, 1181--1192 (2017; Zbl 06737705) Full Text: DOI arXiv OpenURL
Wang, Guochang Dimension reduction in functional regression with categorical predictor. (English) Zbl 1417.62098 Comput. Stat. 32, No. 2, 585-609 (2017). MSC: 62G08 62H25 62G20 PDF BibTeX XML Cite \textit{G. Wang}, Comput. Stat. 32, No. 2, 585--609 (2017; Zbl 1417.62098) Full Text: DOI OpenURL
Lakraj, Gamage Pemantha; Ruymgaart, Frits Some asymptotic theory for Silverman’s smoothed functional principal components in an abstract Hilbert space. (English) Zbl 1381.62147 J. Multivariate Anal. 155, 122-132 (2017). MSC: 62H25 62G05 PDF BibTeX XML Cite \textit{G. P. Lakraj} and \textit{F. Ruymgaart}, J. Multivariate Anal. 155, 122--132 (2017; Zbl 1381.62147) Full Text: DOI OpenURL
Kundu, Madan G.; Harezlak, Jaroslaw; Randolph, Timothy W. Longitudinal functional models with structured penalties. (English) Zbl 07259013 Stat. Model. 16, No. 2, 114-139 (2016). MSC: 62-XX PDF BibTeX XML Cite \textit{M. G. Kundu} et al., Stat. Model. 16, No. 2, 114--139 (2016; Zbl 07259013) Full Text: DOI arXiv OpenURL
Fang, Yixin; Wang, Binhuan; Feng, Yang Tuning-parameter selection in regularized estimations of large covariance matrices. (English) Zbl 07184623 J. Stat. Comput. Simulation 86, No. 3, 494-509 (2016). MSC: 62H12 PDF BibTeX XML Cite \textit{Y. Fang} et al., J. Stat. Comput. Simulation 86, No. 3, 494--509 (2016; Zbl 07184623) Full Text: DOI arXiv OpenURL
Nieto-Reyes, Alicia; Battey, Heather A topologically valid definition of depth for functional data. (English) Zbl 1436.62720 Stat. Sci. 31, No. 1, 61-79 (2016). MSC: 62R10 62R40 62G35 62H12 PDF BibTeX XML Cite \textit{A. Nieto-Reyes} and \textit{H. Battey}, Stat. Sci. 31, No. 1, 61--79 (2016; Zbl 1436.62720) Full Text: DOI arXiv Euclid OpenURL
Wang, Huiwen; Huang, Lele Functional linear regression analysis based on partial least squares and its application. (English) Zbl 1366.62143 Abdi, Hervé (ed.) et al., The multiple facets of partial least squares methods. PLS, Paris, France, May 26–28, 2014. Cham: Springer (ISBN 978-3-319-40641-1/hbk; 978-3-319-40643-5/ebook). Springer Proceedings in Mathematics & Statistics 173, 201-211 (2016). MSC: 62J05 62J07 62H25 62P10 PDF BibTeX XML Cite \textit{H. Wang} and \textit{L. Huang}, Springer Proc. Math. Stat. 173, 201--211 (2016; Zbl 1366.62143) Full Text: DOI OpenURL
Hooker, Giles; Roberts, Steven Maximal autocorrelation functions in functional data analysis. (English) Zbl 1356.62075 Stat. Comput. 26, No. 5, 945-950 (2016). MSC: 62H25 PDF BibTeX XML Cite \textit{G. Hooker} and \textit{S. Roberts}, Stat. Comput. 26, No. 5, 945--950 (2016; Zbl 1356.62075) Full Text: DOI arXiv OpenURL
Lin, Zhenhua; Wang, Liangliang; Cao, Jiguo Interpretable functional principal component analysis. (English) Zbl 1390.62108 Biometrics 72, No. 3, 846-854 (2016). MSC: 62H25 62D05 62P10 62P12 PDF BibTeX XML Cite \textit{Z. Lin} et al., Biometrics 72, No. 3, 846--854 (2016; Zbl 1390.62108) Full Text: DOI OpenURL
Yao, Fang; Wu, Yichao; Zou, Jialin Probability-enhanced effective dimension reduction for classifying sparse functional data. (English) Zbl 1336.62198 Test 25, No. 1, 1-22 (2016). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{F. Yao} et al., Test 25, No. 1, 1--22 (2016; Zbl 1336.62198) Full Text: DOI OpenURL
Wang, Guochang; Feng, Xiang-Nan; Chen, Min Functional partial linear single-index model. (English) Zbl 1371.62037 Scand. J. Stat. 43, No. 1, 261-274 (2016). MSC: 62G08 62H25 62G20 PDF BibTeX XML Cite \textit{G. Wang} et al., Scand. J. Stat. 43, No. 1, 261--274 (2016; Zbl 1371.62037) Full Text: DOI OpenURL
Khademnoe, Omid; Hosseini-Nasab, S. Mohammad E. On properties of percentile bootstrap confidence intervals for prediction in functional linear regression. (English) Zbl 1331.62335 J. Stat. Plann. Inference 170, 129-143 (2016). MSC: 62J05 62H25 62G08 62G09 62E20 PDF BibTeX XML Cite \textit{O. Khademnoe} and \textit{S. M. E. Hosseini-Nasab}, J. Stat. Plann. Inference 170, 129--143 (2016; Zbl 1331.62335) Full Text: DOI OpenURL
Bali, Juan Lucas; Boente, Graciela Influence function of projection-pursuit principal components for functional data. (English) Zbl 1304.62074 J. Multivariate Anal. 133, 173-199 (2015). MSC: 62G35 62H25 PDF BibTeX XML Cite \textit{J. L. Bali} and \textit{G. Boente}, J. Multivariate Anal. 133, 173--199 (2015; Zbl 1304.62074) Full Text: DOI OpenURL
Hosseini-Nasab, S. Mohammad E. A modification of Silverman’s method for smoothed functional principal components analysis. (English) Zbl 1423.62055 J. Stat. Theory Pract. 8, No. 2, 400-413 (2014). MSC: 62H25 60H25 PDF BibTeX XML Cite \textit{S. M. E. Hosseini-Nasab}, J. Stat. Theory Pract. 8, No. 2, 400--413 (2014; Zbl 1423.62055) Full Text: DOI OpenURL
Yamamoto, Michio; Terada, Yoshikazu Functional factorial \(K\)-means analysis. (English) Zbl 06984060 Comput. Stat. Data Anal. 79, 133-148 (2014). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Yamamoto} and \textit{Y. Terada}, Comput. Stat. Data Anal. 79, 133--148 (2014; Zbl 06984060) Full Text: DOI arXiv OpenURL
Shang, Han Lin A survey of functional principal component analysis. (English) Zbl 1443.62176 AStA, Adv. Stat. Anal. 98, No. 2, 121-142 (2014). MSC: 62H25 62G08 62-08 62G20 62H30 62R10 PDF BibTeX XML Cite \textit{H. L. Shang}, AStA, Adv. Stat. Anal. 98, No. 2, 121--142 (2014; Zbl 1443.62176) Full Text: DOI Link OpenURL
Wang, Guochang; Lin, Nan; Zhang, Baoxue Functional \(k\)-means inverse regression. (English) Zbl 1471.62207 Comput. Stat. Data Anal. 70, 172-182 (2014). MSC: 62-08 62G08 62R10 PDF BibTeX XML Cite \textit{G. Wang} et al., Comput. Stat. Data Anal. 70, 172--182 (2014; Zbl 1471.62207) Full Text: DOI OpenURL
Allen, Genevera I.; Grosenick, Logan; Taylor, Jonathan A generalized least-square matrix decomposition. (English) Zbl 1367.62184 J. Am. Stat. Assoc. 109, No. 505, 145-159 (2014). MSC: 62H25 62H35 62P10 PDF BibTeX XML Cite \textit{G. I. Allen} et al., J. Am. Stat. Assoc. 109, No. 505, 145--159 (2014; Zbl 1367.62184) Full Text: DOI arXiv Link OpenURL
Bali, Juan Lucas; Boente, Graciela Consistency of a numerical approximation to the first principal component projection pursuit estimator. (English) Zbl 1305.62132 Stat. Probab. Lett. 94, 181-191 (2014). MSC: 62F35 62H25 PDF BibTeX XML Cite \textit{J. L. Bali} and \textit{G. Boente}, Stat. Probab. Lett. 94, 181--191 (2014; Zbl 1305.62132) Full Text: DOI OpenURL
Lian, Heng Some asymptotic properties for functional canonical correlation analysis. (English) Zbl 1365.62140 J. Stat. Plann. Inference 153, 1-10 (2014). MSC: 62G08 62G20 62H20 PDF BibTeX XML Cite \textit{H. Lian}, J. Stat. Plann. Inference 153, 1--10 (2014; Zbl 1365.62140) Full Text: DOI OpenURL
Huang, Lele; Wang, Huiwen; Zheng, Andi The M-estimator for functional linear regression model. (English) Zbl 1288.62060 Stat. Probab. Lett. 88, 165-173 (2014). MSC: 62G08 62H25 62C99 65C60 PDF BibTeX XML Cite \textit{L. Huang} et al., Stat. Probab. Lett. 88, 165--173 (2014; Zbl 1288.62060) Full Text: DOI OpenURL
Cuevas, Antonio A partial overview of the theory of statistics with functional data. (English) Zbl 1278.62012 J. Stat. Plann. Inference 147, 1-23 (2014). MSC: 62-07 PDF BibTeX XML Cite \textit{A. Cuevas}, J. Stat. Plann. Inference 147, 1--23 (2014; Zbl 1278.62012) Full Text: DOI OpenURL
Lee, Seokho; Shin, Hyejin; Billor, Nedret \(M\)-type smoothing spline estimators for principal functions. (English) Zbl 1471.62109 Comput. Stat. Data Anal. 66, 89-100 (2013). MSC: 62-08 62H25 62R10 PDF BibTeX XML Cite \textit{S. Lee} et al., Comput. Stat. Data Anal. 66, 89--100 (2013; Zbl 1471.62109) Full Text: DOI OpenURL
Aguilera, A. M.; Aguilera-Morillo, M. C. Penalized PCA approaches for B-spline expansions of smooth functional data. (English) Zbl 1288.62098 Appl. Math. Comput. 219, No. 14, 7805-7819 (2013). MSC: 62H25 65D07 PDF BibTeX XML Cite \textit{A. M. Aguilera} and \textit{M. C. Aguilera-Morillo}, Appl. Math. Comput. 219, No. 14, 7805--7819 (2013; Zbl 1288.62098) Full Text: DOI OpenURL
Panaretos, Victor M.; Tavakoli, Shahin Cramér-Karhunen-Loève representation and harmonic principal component analysis of functional time series. (English) Zbl 1285.62109 Stochastic Processes Appl. 123, No. 7, 2779-2807 (2013). MSC: 62M10 62H25 62M15 PDF BibTeX XML Cite \textit{V. M. Panaretos} and \textit{S. Tavakoli}, Stochastic Processes Appl. 123, No. 7, 2779--2807 (2013; Zbl 1285.62109) Full Text: DOI OpenURL
Battey, Heather; Sancetta, Alessio Conditional estimation for dependent functional data. (English) Zbl 1349.62378 J. Multivariate Anal. 120, 1-17 (2013). MSC: 62M05 62H25 62G20 PDF BibTeX XML Cite \textit{H. Battey} and \textit{A. Sancetta}, J. Multivariate Anal. 120, 1--17 (2013; Zbl 1349.62378) Full Text: DOI Link OpenURL
Wang, Guochang; Lin, Nan; Zhang, Baoxue Functional contour regression. (English) Zbl 1277.62119 J. Multivariate Anal. 116, 1-13 (2013). MSC: 62G08 62J99 PDF BibTeX XML Cite \textit{G. Wang} et al., J. Multivariate Anal. 116, 1--13 (2013; Zbl 1277.62119) Full Text: DOI OpenURL
Zhang, Lingsong; Shen, Haipeng; Huang, Jianhua Z. Robust regularized singular value decomposition with application to mortality data. (English) Zbl 1454.62189 Ann. Appl. Stat. 7, No. 3, 1540-1561 (2013). MSC: 62H25 62F35 62R10 62P10 62-08 PDF BibTeX XML Cite \textit{L. Zhang} et al., Ann. Appl. Stat. 7, No. 3, 1540--1561 (2013; Zbl 1454.62189) Full Text: DOI arXiv Euclid OpenURL
Cho, Haeran; Goude, Yannig; Brossat, Xavier; Yao, Qiwei Modeling and forecasting daily electricity load curves: a hybrid approach. (English) Zbl 1379.62091 J. Am. Stat. Assoc. 108, No. 501, 7-21 (2013). MSC: 62P20 62J12 62M20 PDF BibTeX XML Cite \textit{H. Cho} et al., J. Am. Stat. Assoc. 108, No. 501, 7--21 (2013; Zbl 1379.62091) Full Text: DOI arXiv Link OpenURL
Amini, Arash A.; Wainwright, Martin J. Sampled forms of functional PCA in reproducing kernel Hilbert spaces. (English) Zbl 1373.62289 Ann. Stat. 40, No. 5, 2483-2510 (2012). MSC: 62H25 62G07 62G08 PDF BibTeX XML Cite \textit{A. A. Amini} and \textit{M. J. Wainwright}, Ann. Stat. 40, No. 5, 2483--2510 (2012; Zbl 1373.62289) Full Text: DOI arXiv Euclid OpenURL
Randolph, Timothy W.; Harezlak, Jaroslaw; Feng, Ziding Structured penalties for functional linear models – partially empirical eigenvectors for regression. (English) Zbl 1274.62455 Electron. J. Stat. 6, 323-353 (2012). MSC: 62J05 62J07 65F22 PDF BibTeX XML Cite \textit{T. W. Randolph} et al., Electron. J. Stat. 6, 323--353 (2012; Zbl 1274.62455) Full Text: DOI arXiv Euclid OpenURL
Xing, Haipeng; Ying, Zhiliang A semiparametric change-point regression model for longitudinal observations. (English) Zbl 1258.62055 J. Am. Stat. Assoc. 107, No. 500, 1625-1637 (2012). MSC: 62G08 62G05 65C60 PDF BibTeX XML Cite \textit{H. Xing} and \textit{Z. Ying}, J. Am. Stat. Assoc. 107, No. 500, 1625--1637 (2012; Zbl 1258.62055) Full Text: DOI Link OpenURL
Yamamoto, Michio Clustering of functional data in a low-dimensional subspace. (English) Zbl 1254.62077 Adv. Data Anal. Classif., ADAC 6, No. 3, 219-247 (2012). MSC: 62H30 65C60 PDF BibTeX XML Cite \textit{M. Yamamoto}, Adv. Data Anal. Classif., ADAC 6, No. 3, 219--247 (2012; Zbl 1254.62077) Full Text: DOI OpenURL
Liu, Chong; Ray, Surajit; Hooker, Giles; Friedl, Mark Functional factor analysis for periodic remote sensing data. (English) Zbl 1243.62083 Ann. Appl. Stat. 6, No. 2, 601-624 (2012). MSC: 62H25 62H20 62P12 65C60 PDF BibTeX XML Cite \textit{C. Liu} et al., Ann. Appl. Stat. 6, No. 2, 601--624 (2012; Zbl 1243.62083) Full Text: DOI arXiv Euclid OpenURL
Berrendero, J. R.; Justel, A.; Svarc, M. Principal components for multivariate functional data. (English) Zbl 1464.62025 Comput. Stat. Data Anal. 55, No. 9, 2619-2634 (2011). MSC: 62-08 62H25 62R10 PDF BibTeX XML Cite \textit{J. R. Berrendero} et al., Comput. Stat. Data Anal. 55, No. 9, 2619--2634 (2011; Zbl 1464.62025) Full Text: DOI Link OpenURL
Bali, Juan Lucas; Boente, Graciela; Tyler, David E.; Wang, Jane-Ling Robust functional principal components: a projection-pursuit approach. (English) Zbl 1246.62145 Ann. Stat. 39, No. 6, 2852-2882 (2011). MSC: 62H25 62G35 62G20 65C60 PDF BibTeX XML Cite \textit{J. L. Bali} et al., Ann. Stat. 39, No. 6, 2852--2882 (2011; Zbl 1246.62145) Full Text: DOI arXiv Euclid OpenURL
Feng, Cindy Xin; Cao, Jiguo; Bendell, Leah Exploring spatial and temporal variations of cadmium concentrations in Pacific oysters from British Columbia. (English) Zbl 1226.62133 Biometrics 67, No. 3, 1142-1152 (2011). MSC: 62P12 62H25 62G08 65C60 PDF BibTeX XML Cite \textit{C. X. Feng} et al., Biometrics 67, No. 3, 1142--1152 (2011; Zbl 1226.62133) Full Text: DOI OpenURL
Jin, Man; Fang, Yixin Variable selection in canonical discriminant analysis for family studies. (English) Zbl 1216.62171 Biometrics 67, No. 1, 124-132 (2011). MSC: 62P10 62H30 92D10 65C60 62H12 PDF BibTeX XML Cite \textit{M. Jin} and \textit{Y. Fang}, Biometrics 67, No. 1, 124--132 (2011; Zbl 1216.62171) Full Text: DOI OpenURL
Shang, Han Lin; Hyndman, Rob. J. Nonparametric time series forecasting with dynamic updating. (English) Zbl 1215.62098 Math. Comput. Simul. 81, No. 7, 1310-1324 (2011). MSC: 62M20 62G08 62M10 62H25 65C60 PDF BibTeX XML Cite \textit{H. L. Shang} and \textit{Rob. J. Hyndman}, Math. Comput. Simul. 81, No. 7, 1310--1324 (2011; Zbl 1215.62098) Full Text: DOI Link OpenURL
Qi, Xin; Zhao, Hongyu Some theoretical properties of Silverman’s method for smoothed functional principal component analysis. (English) Zbl 1327.62223 J. Multivariate Anal. 102, No. 4, 741-767 (2011). MSC: 62G05 62H25 62G20 60F17 PDF BibTeX XML Cite \textit{X. Qi} and \textit{H. Zhao}, J. Multivariate Anal. 102, No. 4, 741--767 (2011; Zbl 1327.62223) Full Text: DOI Link OpenURL
Wu, Yichao; Fan, Jianqing; Müller, Hans-Georg Varying-coefficient functional linear regression. (English) Zbl 1220.62046 Bernoulli 16, No. 3, 730-758 (2010). MSC: 62G08 62H25 62J05 62G20 PDF BibTeX XML Cite \textit{Y. Wu} et al., Bernoulli 16, No. 3, 730--758 (2010; Zbl 1220.62046) Full Text: DOI arXiv OpenURL
Martinez, Josue G.; Liang, Faming; Zhou, Lan; Carroll, Raymond J. Longitudinal functional principal component modelling via stochastic approximation Monte Carlo. (English. French summary) Zbl 1349.62139 Can. J. Stat. 38, No. 2, 256-270 (2010). MSC: 62G08 62H25 62F15 62L20 PDF BibTeX XML Cite \textit{J. G. Martinez} et al., Can. J. Stat. 38, No. 2, 256--270 (2010; Zbl 1349.62139) Full Text: DOI Link OpenURL
Delaigle, Aurore; Hall, Peter Defining probability density for a distribution of random functions. (English) Zbl 1183.62061 Ann. Stat. 38, No. 2, 1171-1193 (2010). MSC: 62G07 62H25 62G05 PDF BibTeX XML Cite \textit{A. Delaigle} and \textit{P. Hall}, Ann. Stat. 38, No. 2, 1171--1193 (2010; Zbl 1183.62061) Full Text: DOI arXiv OpenURL
Boente, Graciela; Rodriguez, Daniela; Sued, Mariela Inference under functional proportional and common principal component models. (English) Zbl 1178.62065 J. Multivariate Anal. 101, No. 2, 464-475 (2010). MSC: 62H25 62F12 47N30 62E20 60F05 PDF BibTeX XML Cite \textit{G. Boente} et al., J. Multivariate Anal. 101, No. 2, 464--475 (2010; Zbl 1178.62065) Full Text: DOI OpenURL
Hyndman, Rob J.; Shang, Han Lin Forecasting functional time series. (English) Zbl 1293.62267 J. Korean Stat. Soc. 38, No. 3, 199-211 (2009). MSC: 62P25 62H25 62G08 62G09 62J07 91D20 PDF BibTeX XML Cite \textit{R. J. Hyndman} and \textit{H. L. Shang}, J. Korean Stat. Soc. 38, No. 3, 199--211 (2009; Zbl 1293.62267) Full Text: DOI OpenURL
Delaigle, Aurore; Hall, Peter; Apanasovich, Tatiyana V. Weighted least squares methods for prediction in the functional data linear model. (English) Zbl 1326.62151 Electron. J. Stat. 3, 865-885 (2009). MSC: 62J05 62G05 PDF BibTeX XML Cite \textit{A. Delaigle} et al., Electron. J. Stat. 3, 865--885 (2009; Zbl 1326.62151) Full Text: DOI arXiv Euclid OpenURL
Segovia-Gonzalez, M. M.; Guerrero, F. M.; Herranz, P. Explaining functional principal component analysis to actuarial science with an example on vehicle insurance. (English) Zbl 1231.91234 Insur. Math. Econ. 45, No. 2, 278-285 (2009). MSC: 91B30 PDF BibTeX XML Cite \textit{M. M. Segovia-Gonzalez} et al., Insur. Math. Econ. 45, No. 2, 278--285 (2009; Zbl 1231.91234) Full Text: DOI OpenURL
Park, Juhyun; Gasser, Theo; Rousson, Valentin Structural components in functional data. (English) Zbl 1453.62171 Comput. Stat. Data Anal. 53, No. 9, 3452-3465 (2009). MSC: 62-08 62H25 PDF BibTeX XML Cite \textit{J. Park} et al., Comput. Stat. Data Anal. 53, No. 9, 3452--3465 (2009; Zbl 1453.62171) Full Text: DOI Link OpenURL
Chen, Xiaohong; Hansen, Lars Peter; Scheinkman, José Nonlinear principal components and long-run implications of multivariate diffusions. (English) Zbl 1191.62107 Ann. Stat. 37, No. 6B, 4279-4312 (2009). MSC: 62H25 60J60 47N30 47D07 35P05 PDF BibTeX XML Cite \textit{X. Chen} et al., Ann. Stat. 37, No. 6B, 4279--4312 (2009; Zbl 1191.62107) Full Text: DOI arXiv OpenURL
Red-Horse, John R.; Ghanem, Roger G. Elements of a function analytic approach to probability. (English) Zbl 1176.65011 Int. J. Numer. Methods Eng. 80, No. 6-7, 689-716 (2009). MSC: 65C60 PDF BibTeX XML Cite \textit{J. R. Red-Horse} and \textit{R. G. Ghanem}, Int. J. Numer. Methods Eng. 80, No. 6--7, 689--716 (2009; Zbl 1176.65011) Full Text: DOI Link OpenURL
Huang, Su-Yun; Yeh, Yi-Ren; Eguchi, Shinto Robust kernel principal component analysis. (English) Zbl 1192.68522 Neural Comput. 21, No. 11, 3179-3213 (2009). MSC: 68T05 PDF BibTeX XML Cite \textit{S.-Y. Huang} et al., Neural Comput. 21, No. 11, 3179--3213 (2009; Zbl 1192.68522) Full Text: DOI OpenURL
Stefanou, G.; Nouy, A.; Clement, A. Identification of random shapes from images through polynomial chaos expansion of random level set functions. (English) Zbl 1171.74449 Int. J. Numer. Methods Eng. 79, No. 2, 127-155 (2009). MSC: 74S05 74E35 74K99 PDF BibTeX XML Cite \textit{G. Stefanou} et al., Int. J. Numer. Methods Eng. 79, No. 2, 127--155 (2009; Zbl 1171.74449) Full Text: DOI Link OpenURL
Hsing, Tailen; Ren, Haobo An RKHS formulation of the inverse regression dimension-reduction problem. (English) Zbl 1162.62053 Ann. Stat. 37, No. 2, 726-755 (2009). MSC: 62H12 62M99 46N30 62H99 62J99 65C60 PDF BibTeX XML Cite \textit{T. Hsing} and \textit{H. Ren}, Ann. Stat. 37, No. 2, 726--755 (2009; Zbl 1162.62053) Full Text: DOI arXiv OpenURL
Di, Chong-Zhi; Crainiceanu, Ciprian M.; Caffo, Brian S.; Punjabi, Naresh M. Multilevel functional principal component analysis. (English) Zbl 1160.62061 Ann. Appl. Stat. 3, No. 1, 458-488 (2009). MSC: 62H25 92C20 62P10 PDF BibTeX XML Cite \textit{C.-Z. Di} et al., Ann. Appl. Stat. 3, No. 1, 458--488 (2009; Zbl 1160.62061) Full Text: DOI arXiv OpenURL
Kayano, Mitsunori; Konishi, Sadanori Functional principal component analysis via regularized Gaussian basis expansions and its application to unbalanced data. (English) Zbl 1160.62062 J. Stat. Plann. Inference 139, No. 7, 2388-2398 (2009). MSC: 62H25 62P10 92C40 65C60 PDF BibTeX XML Cite \textit{M. Kayano} and \textit{S. Konishi}, J. Stat. Plann. Inference 139, No. 7, 2388--2398 (2009; Zbl 1160.62062) Full Text: DOI Link OpenURL
Benko, Michal; Härdle, Wolfgang; Kneip, Alois Common functional principal components. (English) Zbl 1169.62057 Ann. Stat. 37, No. 1, 1-34 (2009). MSC: 62H25 62G08 62G09 62P05 PDF BibTeX XML Cite \textit{M. Benko} et al., Ann. Stat. 37, No. 1, 1--34 (2009; Zbl 1169.62057) Full Text: DOI arXiv OpenURL
Mas, André; Pumo, Besnik Functional linear regression with derivatives. (English) Zbl 1154.62049 J. Nonparametric Stat. 21, No. 1, 19-40 (2009). MSC: 62J05 46N30 62J99 62J07 65C60 PDF BibTeX XML Cite \textit{A. Mas} and \textit{B. Pumo}, J. Nonparametric Stat. 21, No. 1, 19--40 (2009; Zbl 1154.62049) Full Text: DOI arXiv OpenURL
Hall, Peter; Hosseini-Nasab, Mohammad Theory for high-order bounds in functional principal components analysis. (English) Zbl 1153.62050 Math. Proc. Camb. Philos. Soc. 146, No. 1, 225-256 (2009). MSC: 62H25 62A01 46N30 PDF BibTeX XML Cite \textit{P. Hall} and \textit{M. Hosseini-Nasab}, Math. Proc. Camb. Philos. Soc. 146, No. 1, 225--256 (2009; Zbl 1153.62050) Full Text: DOI OpenURL
Huang, Jianhua Z.; Shen, Haipeng; Buja, Andreas Functional principal components analysis via penalized rank one approximation. (English) Zbl 1320.62097 Electron. J. Stat. 2, 678-695 (2008). MSC: 62G08 62H25 65F30 PDF BibTeX XML Cite \textit{J. Z. Huang} et al., Electron. J. Stat. 2, 678--695 (2008; Zbl 1320.62097) Full Text: DOI arXiv Euclid OpenURL
Nouy, Anthony Generalized spectral decomposition method for solving stochastic finite element equations: invariant subspace problem and dedicated algorithms. (English) Zbl 1194.74458 Comput. Methods Appl. Mech. Eng. 197, No. 51-52, 4718-4736 (2008). MSC: 74S05 74S60 74S25 PDF BibTeX XML Cite \textit{A. Nouy}, Comput. Methods Appl. Mech. Eng. 197, No. 51--52, 4718--4736 (2008; Zbl 1194.74458) Full Text: DOI Link OpenURL
van der Linde, Angelika Variational Bayesian functional PCA. (English) Zbl 1452.62425 Comput. Stat. Data Anal. 53, No. 2, 517-533 (2008). MSC: 62H25 62G08 62R10 62-08 PDF BibTeX XML Cite \textit{A. van der Linde}, Comput. Stat. Data Anal. 53, No. 2, 517--533 (2008; Zbl 1452.62425) Full Text: DOI OpenURL
Sugiyama, Masashi; Suzuki, Taiji; Nakajima, Shinichi; Kashima, Hisashi; von Bünau, Paul; Kawanabe, Motoaki Direct importance estimation for covariate shift adaptation. (English) Zbl 1294.62069 Ann. Inst. Stat. Math. 60, No. 4, 699-746 (2008). MSC: 62G05 62G08 PDF BibTeX XML Cite \textit{M. Sugiyama} et al., Ann. Inst. Stat. Math. 60, No. 4, 699--746 (2008; Zbl 1294.62069) Full Text: DOI OpenURL
Eubank, R. L.; Hsing, Tailen Canonical correlation for stochastic processes. (English) Zbl 1145.62048 Stochastic Processes Appl. 118, No. 9, 1634-1661 (2008). MSC: 62H20 62M99 47N30 PDF BibTeX XML Cite \textit{R. L. Eubank} and \textit{T. Hsing}, Stochastic Processes Appl. 118, No. 9, 1634--1661 (2008; Zbl 1145.62048) Full Text: DOI OpenURL
Shin, Hyejin An extension of Fisher’s discriminant analysis for stochastic processes. (English) Zbl 1141.62053 J. Multivariate Anal. 99, No. 6, 1191-1216 (2008). MSC: 62H30 62M99 46N30 PDF BibTeX XML Cite \textit{H. Shin}, J. Multivariate Anal. 99, No. 6, 1191--1216 (2008; Zbl 1141.62053) Full Text: DOI OpenURL
Cupidon, J.; Eubank, R.; Gilliam, D.; Ruymgaart, F. Some properties of canonical correlations and variates in infinite dimensions. (English) Zbl 1141.62046 J. Multivariate Anal. 99, No. 6, 1083-1104 (2008). MSC: 62H20 62M99 47N30 46N30 PDF BibTeX XML Cite \textit{J. Cupidon} et al., J. Multivariate Anal. 99, No. 6, 1083--1104 (2008; Zbl 1141.62046) Full Text: DOI OpenURL
Yao, Fang Functional approach of flexibly modelling generalized longitudinal data and survival time. (English) Zbl 1130.62062 J. Stat. Plann. Inference 138, No. 4, 995-1009 (2008). MSC: 62H25 65C60 62N02 62F10 62P10 PDF BibTeX XML Cite \textit{F. Yao}, J. Stat. Plann. Inference 138, No. 4, 995--1009 (2008; Zbl 1130.62062) Full Text: DOI OpenURL
Ocaña, Francisco A.; Aguilera, Ana A.; Escabias, Manuel Computational considerations in functional principal component analysis. (English) Zbl 1196.62080 Comput. Stat. 22, No. 3, 449-465 (2007). Reviewer: R. E. Maiboroda (Kyïv) MSC: 62H25 46N30 65C60 62P25 PDF BibTeX XML Cite \textit{F. A. Ocaña} et al., Comput. Stat. 22, No. 3, 449--465 (2007; Zbl 1196.62080) Full Text: DOI OpenURL
Doostan, Alireza; Ghanem, Roger G.; Red-Horse, John Stochastic model reduction for chaos representations. (English) Zbl 1173.74411 Comput. Methods Appl. Mech. Eng. 196, No. 37-40, 3951-3966 (2007). MSC: 74S05 74E35 PDF BibTeX XML Cite \textit{A. Doostan} et al., Comput. Methods Appl. Mech. Eng. 196, No. 37--40, 3951--3966 (2007; Zbl 1173.74411) Full Text: DOI OpenURL
Hyndman, Rob J.; Ullah, Md. Shahid Robust forecasting of mortality and fertility rates: a functional data approach. (English) Zbl 1162.62434 Comput. Stat. Data Anal. 51, No. 10, 4942-4956 (2007). MSC: 62P10 62M20 62M10 62G08 PDF BibTeX XML Cite \textit{R. J. Hyndman} and \textit{Md. S. Ullah}, Comput. Stat. Data Anal. 51, No. 10, 4942--4956 (2007; Zbl 1162.62434) Full Text: DOI Link OpenURL
Mas, André Testing for the mean of random curves: a penalization approach. (English) Zbl 1110.62059 Stat. Inference Stoch. Process. 10, No. 2, 147-163 (2007). MSC: 62G10 62G20 46N30 60B11 PDF BibTeX XML Cite \textit{A. Mas}, Stat. Inference Stoch. Process. 10, No. 2, 147--163 (2007; Zbl 1110.62059) Full Text: DOI HAL OpenURL
Mas, André; Pumo, Besnik The ARHD model. (English) Zbl 1103.62088 J. Stat. Plann. Inference 137, No. 2, 538-553 (2007). MSC: 62M20 62P12 46N30 65C60 62M10 PDF BibTeX XML Cite \textit{A. Mas} and \textit{B. Pumo}, J. Stat. Plann. Inference 137, No. 2, 538--553 (2007; Zbl 1103.62088) Full Text: DOI arXiv HAL OpenURL
Hall, Peter; Hosseini-Nasab, Mohammad On properties of functional principal components analysis. (English) Zbl 1141.62048 J. R. Stat. Soc., Ser. B, Stat. Methodol. 68, No. 1, 109-126 (2006). MSC: 62H25 62J05 65C60 62F25 62-07 PDF BibTeX XML Cite \textit{P. Hall} and \textit{M. Hosseini-Nasab}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 68, No. 1, 109--126 (2006; Zbl 1141.62048) Full Text: DOI Link OpenURL
Cai, T. Tony; Hall, Peter Prediction in functional linear regression. (English) Zbl 1106.62036 Ann. Stat. 34, No. 5, 2159-2179 (2006). MSC: 62G08 62J05 62G20 PDF BibTeX XML Cite \textit{T. T. Cai} and \textit{P. Hall}, Ann. Stat. 34, No. 5, 2159--2179 (2006; Zbl 1106.62036) Full Text: DOI arXiv OpenURL
Hall, Peter; Vial, Céline Assessing the finite dimensionality of functional data. (English) Zbl 1110.62085 J. R. Stat. Soc., Ser. B, Stat. Methodol. 68, No. 4, 689-705 (2006). MSC: 62H99 62F40 62-07 PDF BibTeX XML Cite \textit{P. Hall} and \textit{C. Vial}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 68, No. 4, 689--705 (2006; Zbl 1110.62085) Full Text: DOI OpenURL
Gervini, Daniel Free-knot spline smoothing for functional data. (English) Zbl 1110.62044 J. R. Stat. Soc., Ser. B, Stat. Methodol. 68, No. 4, 671-687 (2006). MSC: 62G05 62G20 65C60 65D07 PDF BibTeX XML Cite \textit{D. Gervini}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 68, No. 4, 671--687 (2006; Zbl 1110.62044) Full Text: DOI OpenURL
Hall, Peter; Vial, Céline Assessing extrema of empirical principal component functions. (English) Zbl 1113.62074 Ann. Stat. 34, No. 3, 1518-1544 (2006). MSC: 62H25 62G09 62G32 65C60 PDF BibTeX XML Cite \textit{P. Hall} and \textit{C. Vial}, Ann. Stat. 34, No. 3, 1518--1544 (2006; Zbl 1113.62074) Full Text: DOI arXiv OpenURL
Cuevas, Antonio; Febrero, Manuel; Fraiman, Ricardo An ANOVA test for functional data. (English) Zbl 1429.62726 Comput. Stat. Data Anal. 47, No. 1, 111-122 (2004). MSC: 62R10 62G07 62G08 62G10 62J10 PDF BibTeX XML Cite \textit{A. Cuevas} et al., Comput. Stat. Data Anal. 47, No. 1, 111--122 (2004; Zbl 1429.62726) Full Text: DOI OpenURL
Yao, Fang; Müller, Hans-Georg; Clifford, Andrew J.; Dueker, Steven R.; Follett, Jennifer; Lin, Yumei; Buchholz, Bruce A.; Vogel, John S. Shrinkage estimation for functional principal component scores with application to the population kinetics of plasma folate. (English) Zbl 1210.62076 Biometrics 59, No. 3, 676-685 (2003). MSC: 62H25 62G05 62J07 62P10 PDF BibTeX XML Cite \textit{F. Yao} et al., Biometrics 59, No. 3, 676--685 (2003; Zbl 1210.62076) Full Text: DOI Link OpenURL