Jagannath, Aukosh; Lopatto, Patrick; Miolane, Léo Statistical thresholds for tensor PCA. (English) Zbl 07325629 Ann. Appl. Probab. 30, No. 4, 1910-1933 (2020). MSC: 62H25 62G10 62M40 PDF BibTeX XML Cite \textit{A. Jagannath} et al., Ann. Appl. Probab. 30, No. 4, 1910--1933 (2020; Zbl 07325629) Full Text: DOI Euclid
Sando, Keishi; Hino, Hideitsu Modal principal component analysis. (English) Zbl 1455.62120 Neural Comput. 32, No. 10, 1901-1935 (2020). MSC: 62H25 62G35 PDF BibTeX XML Cite \textit{K. Sando} and \textit{H. Hino}, Neural Comput. 32, No. 10, 1901--1935 (2020; Zbl 1455.62120) Full Text: DOI
Wang, Yueying; Wang, Guannan; Wang, Li; Ogden, R. Todd Simultaneous confidence corridors for mean functions in functional data analysis of imaging data. (English) Zbl 1451.62175 Biometrics 76, No. 2, 427-437 (2020). MSC: 62R10 62G15 62H35 62H25 65D07 62P10 PDF BibTeX XML Cite \textit{Y. Wang} et al., Biometrics 76, No. 2, 427--437 (2020; Zbl 1451.62175) Full Text: DOI
Paindaveine, Davy; Remy, Julien; Verdebout, Thomas Sign tests for weak principal directions. (English) Zbl 07256166 Bernoulli 26, No. 4, 2987-3016 (2020). Reviewer: Pavel Stoynov (Sofia) MSC: 62H25 62B15 62E20 62G10 PDF BibTeX XML Cite \textit{D. Paindaveine} et al., Bernoulli 26, No. 4, 2987--3016 (2020; Zbl 07256166) Full Text: DOI Euclid
Cui, Kaiyan; Wang, Guan; Song, Zhanjie; Han, Ningning Bayesian robust principal component analysis with adaptive singular value penalty. (English) Zbl 1446.62166 Circuits Syst. Signal Process. 39, No. 8, 4110-4135 (2020). MSC: 62H25 68T09 62G35 PDF BibTeX XML Cite \textit{K. Cui} et al., Circuits Syst. Signal Process. 39, No. 8, 4110--4135 (2020; Zbl 1446.62166) Full Text: DOI
Xu, Wenchao; Ding, Hui; Zhang, Riquan; Liang, Hua Estimation and inference in partially functional linear regression with multiple functional covariates. (English) Zbl 1441.62183 J. Stat. Plann. Inference 209, 44-61 (2020). MSC: 62J05 62R10 62H25 62G15 62H35 PDF BibTeX XML Cite \textit{W. Xu} et al., J. Stat. Plann. Inference 209, 44--61 (2020; Zbl 1441.62183) Full Text: DOI
Lin, Junhong; Rudi, Alessandro; Rosasco, Lorenzo; Cevher, Volkan Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces. (English) Zbl 1436.62146 Appl. Comput. Harmon. Anal. 48, No. 3, 868-890 (2020). MSC: 62G08 46E22 62H25 62J07 62M15 68T05 PDF BibTeX XML Cite \textit{J. Lin} et al., Appl. Comput. Harmon. Anal. 48, No. 3, 868--890 (2020; Zbl 1436.62146) Full Text: DOI
Taguchi, Y.-h. Unsupervised feature extraction applied to bioinformatics. A PCA based and TD based approach. (English) Zbl 1455.62004 Unsupervised and Semi-Supervised Learning. Cham: Springer (ISBN 978-3-030-22455-4/hbk; 978-3-030-22456-1/ebook). xviii, 321 p. (2020). Reviewer: Ludwig Paditz (Dresden) MSC: 62-02 62R07 62G10 62H25 62P10 68T05 PDF BibTeX XML Cite \textit{Y. h. Taguchi}, Unsupervised feature extraction applied to bioinformatics. A PCA based and TD based approach. Cham: Springer (2020; Zbl 1455.62004) Full Text: DOI
Weng, Yuling; Yu, Ping; Zhang, Zhongzhan Composite quantile regression for functional linear models with dependent errors. (Chinese. English summary) Zbl 1449.62093 Chin. J. Appl. Probab. Stat. 35, No. 4, 360-372 (2019). MSC: 62G08 62G05 62J12 62H25 62R10 PDF BibTeX XML Cite \textit{Y. Weng} et al., Chin. J. Appl. Probab. Stat. 35, No. 4, 360--372 (2019; Zbl 1449.62093) Full Text: DOI
Tang, Kewei; Su, Zhixun; Zhang, Jie; Cui, Lihong; Jiang, Wei; Luo, Xiaonan; Sun, Xiyan Bayesian rank penalization. (English) Zbl 1440.62234 Neural Netw. 116, 246-256 (2019). MSC: 62H25 62G35 PDF BibTeX XML Cite \textit{K. Tang} et al., Neural Netw. 116, 246--256 (2019; Zbl 1440.62234) Full Text: DOI
Shang, Han Lin A robust functional time series forecasting method. (English) Zbl 07193753 J. Stat. Comput. Simulation 89, No. 5, 795-814 (2019). MSC: 62G08 62G35 62J05 62P12 PDF BibTeX XML Cite \textit{H. L. Shang}, J. Stat. Comput. Simulation 89, No. 5, 795--814 (2019; Zbl 07193753) Full Text: DOI
Chiou, Jeng-Min; Chen, Yu-Ting; Hsing, Tailen Identifying multiple changes for a functional data sequence with application to freeway traffic segmentation. (English) Zbl 1433.62329 Ann. Appl. Stat. 13, No. 3, 1430-1463 (2019). MSC: 62P30 62G10 62H25 90B20 PDF BibTeX XML Cite \textit{J.-M. Chiou} et al., Ann. Appl. Stat. 13, No. 3, 1430--1463 (2019; Zbl 1433.62329) Full Text: DOI Euclid
Qian, Wei; Ding, Shanshan; Cook, R. Dennis Sparse minimum discrepancy approach to sufficient dimension reduction with simultaneous variable selection in ultrahigh dimension. (English) Zbl 1428.62237 J. Am. Stat. Assoc. 114, No. 527, 1277-1290 (2019). MSC: 62H12 62G05 62H25 PDF BibTeX XML Cite \textit{W. Qian} et al., J. Am. Stat. Assoc. 114, No. 527, 1277--1290 (2019; Zbl 1428.62237) Full Text: DOI
Kong, Xinbing; Wang, Jiangyan; Xing, Jinbao; Xu, Chao; Ying, Chao Factor and idiosyncratic empirical processes. (English) Zbl 1428.62259 J. Am. Stat. Assoc. 114, No. 527, 1138-1146 (2019). MSC: 62H25 62G20 62G30 PDF BibTeX XML Cite \textit{X. Kong} et al., J. Am. Stat. Assoc. 114, No. 527, 1138--1146 (2019; Zbl 1428.62259) Full Text: DOI
Chen, Jia; Li, Degui; Xia, Yingcun Estimation of a rank-reduced functional-coefficient panel data model with serial correlation. (English) Zbl 1422.62124 J. Multivariate Anal. 173, 456-479 (2019). MSC: 62G05 62E20 PDF BibTeX XML Cite \textit{J. Chen} et al., J. Multivariate Anal. 173, 456--479 (2019; Zbl 1422.62124) Full Text: DOI
Zhou, Zhiyang Functional continuum regression. (English) Zbl 1422.62213 J. Multivariate Anal. 173, 328-346 (2019). MSC: 62H25 62G08 PDF BibTeX XML Cite \textit{Z. Zhou}, J. Multivariate Anal. 173, 328--346 (2019; Zbl 1422.62213) Full Text: DOI
Jiang, Wenhua; Zhang, Cun-Hui Rate of divergence of the nonparametric likelihood ratio test for Gaussian mixtures. (English) Zbl 1428.62178 Bernoulli 25, No. 4B, 3400-3420 (2019). MSC: 62G10 62H30 62G20 PDF BibTeX XML Cite \textit{W. Jiang} and \textit{C.-H. Zhang}, Bernoulli 25, No. 4B, 3400--3420 (2019; Zbl 1428.62178) Full Text: DOI Euclid
Wong, Raymond K. W.; Li, Yehua; Zhu, Zhengyuan Partially linear functional additive models for multivariate functional data. (English) Zbl 07095886 J. Am. Stat. Assoc. 114, No. 525, 406-418 (2019). MSC: 62H12 62G05 62G20 62H25 62J05 PDF BibTeX XML Cite \textit{R. K. W. Wong} et al., J. Am. Stat. Assoc. 114, No. 525, 406--418 (2019; Zbl 07095886) Full Text: DOI
Risk, Benjamin B.; Matteson, David S.; Ruppert, David Linear non-Gaussian component analysis via maximum likelihood. (English) Zbl 07095880 J. Am. Stat. Assoc. 114, No. 525, 332-343 (2019). MSC: 62H25 62G05 62M40 62P10 PDF BibTeX XML Cite \textit{B. B. Risk} et al., J. Am. Stat. Assoc. 114, No. 525, 332--343 (2019; Zbl 07095880) Full Text: DOI
Lee, Kwonsang; Small, Dylan S. Estimating the malaria attributable fever fraction accounting for parasites being killed by fever and measurement error. (English) Zbl 07095861 J. Am. Stat. Assoc. 114, No. 525, 79-92 (2019). MSC: 62P10 62F15 62G05 PDF BibTeX XML Cite \textit{K. Lee} and \textit{D. S. Small}, J. Am. Stat. Assoc. 114, No. 525, 79--92 (2019; Zbl 07095861) Full Text: DOI
Yu, Ping; Li, Ting; Zhu, Zhongyi; Zhang, Zhongzhan Composite quantile estimation in partial functional linear regression model with dependent errors. (English) Zbl 1420.62183 Metrika 82, No. 6, 633-656 (2019). MSC: 62G08 62J05 62G20 62H25 PDF BibTeX XML Cite \textit{P. Yu} et al., Metrika 82, No. 6, 633--656 (2019; Zbl 1420.62183) Full Text: DOI
Zhu, Xiaotian; Hunter, David R. Clustering via finite nonparametric ICA mixture models. (English) Zbl 07061241 Adv. Data Anal. Classif., ADAC 13, No. 1, 65-87 (2019). MSC: 62H30 62G07 PDF BibTeX XML Cite \textit{X. Zhu} and \textit{D. R. Hunter}, Adv. Data Anal. Classif., ADAC 13, No. 1, 65--87 (2019; Zbl 07061241) Full Text: DOI
Yu, Ping; Zhu, Zhongyi; Zhang, Zhongzhan Robust exponential squared loss-based estimation in semi-functional linear regression models. (English) Zbl 1417.62103 Comput. Stat. 34, No. 2, 503-525 (2019). MSC: 62G08 62J05 62H25 62G20 65C60 PDF BibTeX XML Cite \textit{P. Yu} et al., Comput. Stat. 34, No. 2, 503--525 (2019; Zbl 1417.62103) Full Text: DOI
Wainwright, Martin J. High-dimensional statistics. A non-asymptotic viewpoint. (English) Zbl 07021501 Cambridge Series in Statistical and Probabilistic Mathematics 48. Cambridge: Cambridge University Press (ISBN 978-1-108-49802-9/hbk; 978-1-108-62777-1/ebook). xvii, 552 p. (2019). Reviewer: Rózsa Horváth-Bokor (Budakalász) MSC: 62-02 62C12 62R07 62H15 62H22 60B20 60F15 46E22 68T05 PDF BibTeX XML Cite \textit{M. J. Wainwright}, High-dimensional statistics. A non-asymptotic viewpoint. Cambridge: Cambridge University Press (2019; Zbl 07021501) Full Text: DOI
Wang, Bo; Xu, Aiping Gaussian process methods for nonparametric functional regression with mixed predictors. (English) Zbl 06970982 Comput. Stat. Data Anal. 131, 80-90 (2019). MSC: 62 PDF BibTeX XML Cite \textit{B. Wang} and \textit{A. Xu}, Comput. Stat. Data Anal. 131, 80--90 (2019; Zbl 06970982) Full Text: DOI
Montagna, Silvia; Wager, Tor; Barrett, Lisa Feldman; Johnson, Timothy D.; Nichols, Thomas E. Spatial Bayesian latent factor regression modeling of coordinate-based meta-analysis data. (English) Zbl 1415.62125 Biometrics 74, No. 1, 342-353 (2018). MSC: 62P10 62H35 62H25 62G08 PDF BibTeX XML Cite \textit{S. Montagna} et al., Biometrics 74, No. 1, 342--353 (2018; Zbl 1415.62125) Full Text: DOI
Huerta, Mauricio; Leiva, Víctor; Lillo, Camilo; Rodríguez, Marcelo A beta partial least squares regression model: diagnostics and application to mining industry data. (English) Zbl 1414.62509 Appl. Stoch. Models Bus. Ind. 34, No. 3, 305-321 (2018). MSC: 62P30 62J12 62G08 PDF BibTeX XML Cite \textit{M. Huerta} et al., Appl. Stoch. Models Bus. Ind. 34, No. 3, 305--321 (2018; Zbl 1414.62509) Full Text: DOI
Chu, Ba; Huynh, Kim; Jacho-Chávez, David; Kryvtsov, Oleksiy On the evolution of the united kingdom price distributions. (English) Zbl 1412.62198 Ann. Appl. Stat. 12, No. 4, 2618-2646 (2018). MSC: 62P20 62H25 PDF BibTeX XML Cite \textit{B. Chu} et al., Ann. Appl. Stat. 12, No. 4, 2618--2646 (2018; Zbl 1412.62198) Full Text: DOI Euclid
Zhang, Tao; Wan, Yanling; Wang, Zhiwen Joint detection for partial linear functional polynomial model. (Chinese. English summary) Zbl 1424.62081 Acta Math. Appl. Sin. 41, No. 1, 110-123 (2018). MSC: 62G08 62G20 62H25 PDF BibTeX XML Cite \textit{T. Zhang} et al., Acta Math. Appl. Sin. 41, No. 1, 110--123 (2018; Zbl 1424.62081)
Tan, Kean Ming; Wang, Zhaoran; Zhang, Tong; Liu, Han; Cook, R. Dennis A convex formulation for high-dimensional sparse sliced inverse regression. (English) Zbl 06994534 Biometrika 105, No. 4, 769-782 (2018). MSC: 62P10 PDF BibTeX XML Cite \textit{K. M. Tan} et al., Biometrika 105, No. 4, 769--782 (2018; Zbl 06994534) Full Text: DOI
Ke, Yuan; Li, Degui; Yao, Qiwei Nonlinear regression estimation using subset-based kernel principal components. (English) Zbl 1406.62073 Stat. Sin. 28, No. 4, Part 2, 2771-2794 (2018). MSC: 62J02 62G08 62H25 PDF BibTeX XML Cite \textit{Y. Ke} et al., Stat. Sin. 28, No. 4, Part 2, 2771--2794 (2018; Zbl 1406.62073) Full Text: DOI
Tsakiris, Manolis C.; Vidal, René Dual principal component pursuit. (English) Zbl 1444.62081 J. Mach. Learn. Res. 19, Paper No. 18, 50 p. (2018). MSC: 62H25 62G35 62G32 90C05 PDF BibTeX XML Cite \textit{M. C. Tsakiris} and \textit{R. Vidal}, J. Mach. Learn. Res. 19, Paper No. 18, 50 p. (2018; Zbl 1444.62081) Full Text: Link
Agniel, Denis; Xie, Wen; Essex, Myron; Cai, Tianxi Functional principal variance component testing for a genetic association study of HIV progression. (English) Zbl 1405.62154 Ann. Appl. Stat. 12, No. 3, 1871-1893 (2018). MSC: 62P10 62G08 62H25 92C50 PDF BibTeX XML Cite \textit{D. Agniel} et al., Ann. Appl. Stat. 12, No. 3, 1871--1893 (2018; Zbl 1405.62154) Full Text: DOI Euclid
Dai, Xiongtao; Müller, Hans-Georg Principal component analysis for functional data on Riemannian manifolds and spheres. (English) Zbl 1454.62553 Ann. Stat. 46, No. 6B, 3334-3361 (2018). MSC: 62R30 62G05 62G20 62H25 62R10 PDF BibTeX XML Cite \textit{X. Dai} and \textit{H.-G. Müller}, Ann. Stat. 46, No. 6B, 3334--3361 (2018; Zbl 1454.62553) Full Text: DOI Euclid arXiv
Huckemann, Stephan F.; Eltzner, Benjamin Backward nested descriptors asymptotics with inference on stem cell differentiation. (English) Zbl 1405.62070 Ann. Stat. 46, No. 5, 1994-2019 (2018). Reviewer: Wiesław Dziubdziela (Miedziana Gora) MSC: 62H25 62G20 62H11 58C06 60D05 PDF BibTeX XML Cite \textit{S. F. Huckemann} and \textit{B. Eltzner}, Ann. Stat. 46, No. 5, 1994--2019 (2018; Zbl 1405.62070) Full Text: DOI Euclid arXiv
Andén, Joakim; Singer, Amit Structural variability from noisy tomographic projections. (English) Zbl 1401.92117 SIAM J. Imaging Sci. 11, No. 2, 1441-1492 (2018). MSC: 92C55 68U10 44A12 65R32 62G05 62H30 PDF BibTeX XML Cite \textit{J. Andén} and \textit{A. Singer}, SIAM J. Imaging Sci. 11, No. 2, 1441--1492 (2018; Zbl 1401.92117) Full Text: DOI
Sang, Peijun; Lockhart, Richard A.; Cao, Jiguo Sparse estimation for functional semiparametric additive models. (English) Zbl 1407.62141 J. Multivariate Anal. 168, 105-118 (2018). MSC: 62G08 62H25 PDF BibTeX XML Cite \textit{P. Sang} et al., J. Multivariate Anal. 168, 105--118 (2018; Zbl 1407.62141) Full Text: DOI
Silin, Igor; Spokoiny, Vladimir Bayesian inference for spectral projectors of the covariance matrix. (English) Zbl 1406.62064 Electron. J. Stat. 12, No. 1, 1948-1987 (2018). MSC: 62H25 62F15 62G20 PDF BibTeX XML Cite \textit{I. Silin} and \textit{V. Spokoiny}, Electron. J. Stat. 12, No. 1, 1948--1987 (2018; Zbl 1406.62064) Full Text: DOI Euclid arXiv
Dai, Xiongtao; Müller, Hans-Georg; Tao, Wenwen Derivative principal component analysis for representing the time dynamics of longitudinal and functional data. (English) Zbl 1394.62076 Stat. Sin. 28, No. 3, 1583-1609 (2018). MSC: 62H25 62G05 62G20 PDF BibTeX XML Cite \textit{X. Dai} et al., Stat. Sin. 28, No. 3, 1583--1609 (2018; Zbl 1394.62076) Full Text: DOI
Chen, Tianlei; Du, Pang Mixture cure rate models with accelerated failures and nonparametric form of covariate effects. (English) Zbl 06857848 J. Nonparametric Stat. 30, No. 1, 216-237 (2018). Reviewer: Weiping Li (Stillwater) MSC: 62G05 62G08 62N01 62N02 62G15 62H30 62P10 62J10 PDF BibTeX XML Cite \textit{T. Chen} and \textit{P. Du}, J. Nonparametric Stat. 30, No. 1, 216--237 (2018; Zbl 06857848) Full Text: DOI
Orlov, A. I. Nonparametric method of least squares: accounting for seasonality. (English. Russian original) Zbl 1387.62104 J. Math. Sci., New York 228, No. 5, 501-509 (2018); translation from Statisticheskie Metody Otsenivaniya i Proverki Gipotez 21, 88-97 (2006). MSC: 62M10 62G07 62M20 PDF BibTeX XML Cite \textit{A. I. Orlov}, J. Math. Sci., New York 228, No. 5, 501--509 (2018; Zbl 1387.62104); translation from Statisticheskie Metody Otsenivaniya i Proverki Gipotez 21, 88--97 (2006) Full Text: DOI
Shang, Han Lin Bootstrap methods for stationary functional time series. (English) Zbl 06844704 Stat. Comput. 28, No. 1, 1-10 (2018). MSC: 62G09 62H10 62M10 PDF BibTeX XML Cite \textit{H. L. Shang}, Stat. Comput. 28, No. 1, 1--10 (2018; Zbl 06844704) Full Text: DOI
Choi, Hyunphil; Reimherr, Matthew A geometric approach to confidence regions and bands for functional parameters. (English) Zbl 1381.62143 J. R. Stat. Soc., Ser. B, Stat. Methodol. 80, No. 1, 239-260 (2018). MSC: 62H25 62G15 PDF BibTeX XML Cite \textit{H. Choi} and \textit{M. Reimherr}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 80, No. 1, 239--260 (2018; Zbl 1381.62143) Full Text: DOI arXiv
Imaizumi, Masaaki; Kato, Kengo PCA-based estimation for functional linear regression with functional responses. (English) Zbl 06820691 J. Multivariate Anal. 163, 15-36 (2018). MSC: 62G08 62G20 PDF BibTeX XML Cite \textit{M. Imaizumi} and \textit{K. Kato}, J. Multivariate Anal. 163, 15--36 (2018; Zbl 06820691) Full Text: DOI arXiv
Han, Kyunghee; Müller, Hans-Georg; Park, Byeong U. Smooth backfitting for additive modeling with small errors-in-variables, with an application to additive functional regression for multiple predictor functions. (English) Zbl 1419.62088 Bernoulli 24, No. 2, 1233-1265 (2018). MSC: 62G08 62H25 62J02 PDF BibTeX XML Cite \textit{K. Han} et al., Bernoulli 24, No. 2, 1233--1265 (2018; Zbl 1419.62088) Full Text: DOI Euclid
Chen, Kehui; Delicado, Pedro; Müller, Hans-Georg Modelling function-valued stochastic processes, with applications to fertility dynamics. (English) Zbl 1414.62208 J. R. Stat. Soc., Ser. B, Stat. Methodol. 79, No. 1, 177-196 (2017). MSC: 62H25 62G20 60G60 62P10 PDF BibTeX XML Cite \textit{K. Chen} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 79, No. 1, 177--196 (2017; Zbl 1414.62208) Full Text: DOI
Luo, Minnan; Nie, Feiping; Chang, Xiaojun; Yang, Yi; Hauptmann, Alexander G.; Zheng, Qinghua Avoiding optimal mean \(\ell_{2,1}\)-norm maximization-based robust PCA for reconstruction. (English) Zbl 1418.62245 Neural Comput. 29, No. 4, 1124-1150 (2017). MSC: 62H25 62G35 PDF BibTeX XML Cite \textit{M. Luo} et al., Neural Comput. 29, No. 4, 1124--1150 (2017; Zbl 1418.62245) Full Text: DOI
Yu, Ping; Zhang, Zhongzhan; Du, Jiang Estimation in functional partial linear composite quantile regression model. (English) Zbl 1389.62070 Chin. J. Appl. Probab. Stat. 33, No. 2, 170-190 (2017). MSC: 62G05 62G08 62J12 PDF BibTeX XML Cite \textit{P. Yu} et al., Chin. J. Appl. Probab. Stat. 33, No. 2, 170--190 (2017; Zbl 1389.62070) Full Text: DOI
Qingguo, Tang; Kong, Linglong Quantile regression in functional linear semiparametric model. (English) Zbl 1387.62054 Statistics 51, No. 6, 1342-1358 (2017). Reviewer: Pavel Stoynov (Sofia) MSC: 62G08 62G05 62H25 62E20 PDF BibTeX XML Cite \textit{T. Qingguo} and \textit{L. Kong}, Statistics 51, No. 6, 1342--1358 (2017; Zbl 1387.62054) Full Text: DOI
Pimentel-Alarcón, Daniel; Nowak, Robert Random consensus robust PCA. (English) Zbl 1384.62188 Electron. J. Stat. 11, No. 2, 5232-5253 (2017). Reviewer: Miroslav M. Ristić (Niš) MSC: 62H25 62G35 PDF BibTeX XML Cite \textit{D. Pimentel-Alarcón} and \textit{R. Nowak}, Electron. J. Stat. 11, No. 2, 5232--5253 (2017; Zbl 1384.62188) Full Text: DOI Euclid
Fan, Jianqing; Xue, Lingzhou; Yao, Jiawei Sufficient forecasting using factor models. (English) Zbl 1377.62185 J. Econom. 201, No. 2, 292-306 (2017). MSC: 62M20 62H25 62P20 PDF BibTeX XML Cite \textit{J. Fan} et al., J. Econom. 201, No. 2, 292--306 (2017; Zbl 1377.62185) Full Text: DOI arXiv
Yamada, Hiroshi A small but practically useful modification to the Hodrick-Prescott filtering: a note. (English) Zbl 1377.62215 Commun. Stat., Theory Methods 46, No. 17, 8430-8434 (2017). MSC: 62P20 62G05 62M20 62M10 PDF BibTeX XML Cite \textit{H. Yamada}, Commun. Stat., Theory Methods 46, No. 17, 8430--8434 (2017; Zbl 1377.62215) Full Text: DOI
Giulini, Ilaria Robust PCA and pairs of projections in a Hilbert space. (English) Zbl 1384.62185 Electron. J. Stat. 11, No. 2, 3903-3926 (2017). Reviewer: Martin Wendler (Greifswald) MSC: 62H25 62G35 62G05 PDF BibTeX XML Cite \textit{I. Giulini}, Electron. J. Stat. 11, No. 2, 3903--3926 (2017; Zbl 1384.62185) Full Text: DOI Euclid
Zhang, Tao; Dai, Pengjie; Zhang, Qingzhao Joint detection for functional polynomial regression with autoregressive errors. (English) Zbl 1376.62021 Commun. Stat., Theory Methods 46, No. 16, 7837-7854 (2017). MSC: 62G05 62G20 62J02 62J07 PDF BibTeX XML Cite \textit{T. Zhang} et al., Commun. Stat., Theory Methods 46, No. 16, 7837--7854 (2017; Zbl 1376.62021) Full Text: DOI
Polyak, B. T.; Khlebnikov, M. V. Principle component analysis: robust versions. (English. Russian original) Zbl 1392.62176 Autom. Remote Control 78, No. 3, 490-506 (2017); translation from Avtom. Telemekh. 2017, No. 3, 130-148 (2017). MSC: 62H25 62G35 PDF BibTeX XML Cite \textit{B. T. Polyak} and \textit{M. V. Khlebnikov}, Autom. Remote Control 78, No. 3, 490--506 (2017; Zbl 1392.62176); translation from Avtom. Telemekh. 2017, No. 3, 130--148 (2017) Full Text: DOI
Yu, Ping; Du, Jiang; Zhang, Zhongzhan Varying-coefficient partially functional linear quantile regression models. (English) Zbl 1368.62104 J. Korean Stat. Soc. 46, No. 3, 462-475 (2017). MSC: 62G08 62G20 62H25 PDF BibTeX XML Cite \textit{P. Yu} et al., J. Korean Stat. Soc. 46, No. 3, 462--475 (2017; Zbl 1368.62104) Full Text: DOI
Forzani, Liliana; Gieco, Antonella; Tolmasky, Carlos Likelihood ratio test for partial sphericity in high and ultra-high dimensions. (English) Zbl 1368.62148 J. Multivariate Anal. 159, 18-38 (2017). MSC: 62H15 62G10 62G20 PDF BibTeX XML Cite \textit{L. Forzani} et al., J. Multivariate Anal. 159, 18--38 (2017; Zbl 1368.62148) Full Text: DOI
Su, Yu-Ru; Di, Chong-Zhi; Hsu, Li Hypothesis testing in functional linear models. (English) Zbl 1371.62055 Biometrics 73, No. 2, 551-561 (2017). MSC: 62H25 62G08 62F03 PDF BibTeX XML Cite \textit{Y.-R. Su} et al., Biometrics 73, No. 2, 551--561 (2017; Zbl 1371.62055) Full Text: DOI
Zhang, Jun; Feng, Zhenghui; Xu, Peirong; Liang, Hua Generalized varying coefficient partially linear measurement errors models. (English) Zbl 1398.62200 Ann. Inst. Stat. Math. 69, No. 1, 97-120 (2017). MSC: 62J12 62G08 62G10 62G20 PDF BibTeX XML Cite \textit{J. Zhang} et al., Ann. Inst. Stat. Math. 69, No. 1, 97--120 (2017; Zbl 1398.62200) Full Text: DOI
Jin, Y.; Hall, Peter Gavin; Jiang, Jiming; Samaniego, Francisco J. Estimating component reliability based on failure time data from a system of unknown design. (English) Zbl 1378.62109 Stat. Sin. 27, No. 2, 479-499 (2017). MSC: 62N02 62G05 62N05 62G20 PDF BibTeX XML Cite \textit{Y. Jin} et al., Stat. Sin. 27, No. 2, 479--499 (2017; Zbl 1378.62109) Full Text: DOI
Guilatco, Ruffy S.; Barrios, Erniel B. Nonparametric estimation of a switching regression model. (English) Zbl 1362.62088 Commun. Stat., Simulation Comput. 46, No. 2, 840-854 (2017). MSC: 62G08 62H25 62J07 PDF BibTeX XML Cite \textit{R. S. Guilatco} and \textit{E. B. Barrios}, Commun. Stat., Simulation Comput. 46, No. 2, 840--854 (2017; Zbl 1362.62088) Full Text: DOI
Bigot, Jérémie; Gouet, Raúl; Klein, Thierry; López, Alfredo Geodesic PCA in the Wasserstein space by convex PCA. (English. French summary) Zbl 1362.62065 Ann. Inst. Henri Poincaré, Probab. Stat. 53, No. 1, 1-26 (2017). MSC: 62G05 62H25 62G20 62P25 53C22 PDF BibTeX XML Cite \textit{J. Bigot} et al., Ann. Inst. Henri Poincaré, Probab. Stat. 53, No. 1, 1--26 (2017; Zbl 1362.62065) Full Text: DOI Euclid
Li, Rui; Hao, Ruili Effective identification and estimation for the semiparametric measurement error model. (English) Zbl 1359.62129 J. Korean Stat. Soc. 46, No. 1, 1-14 (2017). MSC: 62G08 62G05 62F12 62G20 62F10 62J07 PDF BibTeX XML Cite \textit{R. Li} and \textit{R. Hao}, J. Korean Stat. Soc. 46, No. 1, 1--14 (2017; Zbl 1359.62129) Full Text: DOI
Liu, Xuejing; Huo, Lei; Wen, Xuerong Meggie; Paige, Robert A link-free approach for testing common indices for three or more multi-index models. (English) Zbl 1351.62116 J. Multivariate Anal. 153, 236-245 (2017). MSC: 62H15 62H25 62G08 62G20 PDF BibTeX XML Cite \textit{X. Liu} et al., J. Multivariate Anal. 153, 236--245 (2017; Zbl 1351.62116) Full Text: DOI
Zhang, Tao; Wang, QiHua Functional singular component analysis based functional additive models. (English) Zbl 1360.62146 Sci. China, Math. 59, No. 12, 2443-2462 (2016). MSC: 62G05 62G20 PDF BibTeX XML Cite \textit{T. Zhang} and \textit{Q. Wang}, Sci. China, Math. 59, No. 12, 2443--2462 (2016; Zbl 1360.62146) Full Text: DOI
Yu, Ping; Zhang, Zhongzhan; Du, Jiang A test of linearity in partial functional linear regression. (English) Zbl 1358.62045 Metrika 79, No. 8, 953-969 (2016). MSC: 62G08 62F03 62G20 62J05 62H25 62P10 PDF BibTeX XML Cite \textit{P. Yu} et al., Metrika 79, No. 8, 953--969 (2016; Zbl 1358.62045) Full Text: DOI
Koltchinskii, Vladimir; Lounici, Karim Asymptotics and concentration bounds for bilinear forms of spectral projectors of sample covariance. (English. French summary) Zbl 1353.62053 Ann. Inst. Henri Poincaré, Probab. Stat. 52, No. 4, 1976-2013 (2016). MSC: 62H12 62H25 60B20 62G08 62G20 PDF BibTeX XML Cite \textit{V. Koltchinskii} and \textit{K. Lounici}, Ann. Inst. Henri Poincaré, Probab. Stat. 52, No. 4, 1976--2013 (2016; Zbl 1353.62053) Full Text: DOI arXiv
Shen, Weining; Ning, Jing; Yuan, Ying Rate-adaptive Bayesian independent component analysis. (English) Zbl 1359.62227 Electron. J. Stat. 10, No. 2, 3247-3264 (2016). MSC: 62H25 62G07 62F15 94A12 PDF BibTeX XML Cite \textit{W. Shen} et al., Electron. J. Stat. 10, No. 2, 3247--3264 (2016; Zbl 1359.62227) Full Text: DOI Euclid
Müller, Hans-Georg Peter Hall, functional data analysis and random objects. (English) Zbl 1349.62011 Ann. Stat. 44, No. 5, 1867-1887 (2016). MSC: 62-03 01A70 62G05 62G07 62G20 PDF BibTeX XML Cite \textit{H.-G. Müller}, Ann. Stat. 44, No. 5, 1867--1887 (2016; Zbl 1349.62011) Full Text: DOI
Kong, Dehan; Staicu, Ana-Maria; Maity, Arnab Classical testing in functional linear models. (English) Zbl 1348.62136 J. Nonparametric Stat. 28, No. 4, 813-838 (2016). MSC: 62G08 62G10 62H25 PDF BibTeX XML Cite \textit{D. Kong} et al., J. Nonparametric Stat. 28, No. 4, 813--838 (2016; Zbl 1348.62136) Full Text: DOI
Chun, Hyonho; Lee, Myung Hee; Fleet, James C.; Oh, Ji Hwan Graphical models via joint quantile regression with component selection. (English) Zbl 1397.62242 J. Multivariate Anal. 152, 162-171 (2016). MSC: 62H99 62G08 62P10 PDF BibTeX XML Cite \textit{H. Chun} et al., J. Multivariate Anal. 152, 162--171 (2016; Zbl 1397.62242) Full Text: DOI
Zhang, Xiaoqin; Wang, Min Imputation of missing values for compositional data based on principal component analysis. (Chinese. English summary) Zbl 1363.62056 Chin. J. Appl. Probab. Stat. 32, No. 1, 101-110 (2016). MSC: 62H25 62H12 62G05 PDF BibTeX XML Cite \textit{X. Zhang} and \textit{M. Wang}, Chin. J. Appl. Probab. Stat. 32, No. 1, 101--110 (2016; Zbl 1363.62056) Full Text: DOI
Lietzén, Niko; Nordhausen, Klaus; Ilmonen, Pauliina Minimum distance index for complex valued ICA. (English) Zbl 1347.62197 Stat. Probab. Lett. 118, 100-106 (2016). MSC: 62M10 62G05 62H12 62H20 62H35 PDF BibTeX XML Cite \textit{N. Lietzén} et al., Stat. Probab. Lett. 118, 100--106 (2016; Zbl 1347.62197) Full Text: DOI
Horta, Eduardo; Ziegelmann, Flavio Identifying the spectral representation of Hilbertian time series. (English) Zbl 1348.60029 Stat. Probab. Lett. 118, 45-49 (2016). MSC: 60F05 62G05 62G20 62M10 60G10 PDF BibTeX XML Cite \textit{E. Horta} and \textit{F. Ziegelmann}, Stat. Probab. Lett. 118, 45--49 (2016; Zbl 1348.60029) Full Text: DOI arXiv
Oja, Hannu; Paindaveine, Davy; Taskinen, Sara Affine-invariant rank tests for multivariate independence in independent component models. (English) Zbl 1346.62095 Electron. J. Stat. 10, No. 2, 2372-2419 (2016). MSC: 62G10 62H15 62G35 PDF BibTeX XML Cite \textit{H. Oja} et al., Electron. J. Stat. 10, No. 2, 2372--2419 (2016; Zbl 1346.62095) Full Text: DOI Euclid
Adragni, Kofi P.; Xi, Mingyu Pruning a sufficient dimension reduction with a \(p\)-value guided hard-thresholding. (English) Zbl 1360.62298 Statistics 50, No. 2, 254-270 (2016). MSC: 62H25 62G08 62F10 62J07 PDF BibTeX XML Cite \textit{K. P. Adragni} and \textit{M. Xi}, Statistics 50, No. 2, 254--270 (2016; Zbl 1360.62298) Full Text: DOI
Virta, J. One-step M-estimates of scatter and the independence property. (English) Zbl 1338.62097 Stat. Probab. Lett. 110, 133-136 (2016). MSC: 62G05 62H05 PDF BibTeX XML Cite \textit{J. Virta}, Stat. Probab. Lett. 110, 133--136 (2016; Zbl 1338.62097) Full Text: DOI
Ahmedou, Aziza; Marion, Jean-Marie; Pumo, Besnik Generalized linear model with functional predictors and their derivatives. (English) Zbl 1337.62179 J. Multivariate Anal. 146, 313-324 (2016). MSC: 62J12 62G20 65J20 PDF BibTeX XML Cite \textit{A. Ahmedou} et al., J. Multivariate Anal. 146, 313--324 (2016; Zbl 1337.62179) Full Text: DOI
Huang, Zhiyue; Marriott, Paul Parameterizing mixture models with generalized moments. (English) Zbl 1406.62051 Ann. Inst. Stat. Math. 68, No. 2, 269-297 (2016); erratum ibid. 68, No. 2, 299-300 (2016). MSC: 62G99 62G05 62H25 PDF BibTeX XML Cite \textit{Z. Huang} and \textit{P. Marriott}, Ann. Inst. Stat. Math. 68, No. 2, 269--297 (2016; Zbl 1406.62051) Full Text: DOI DOI
Paul, Debashis; Wang, Lili Discussion of “Estimating structured high-dimensional covariance and precision matrices: optimal rates and adaptive estimation”. (English) Zbl 1331.62276 Electron. J. Stat. 10, No. 1, 74-80 (2016). MSC: 62H12 62F12 62G09 62H25 62M10 PDF BibTeX XML Cite \textit{D. Paul} and \textit{L. Wang}, Electron. J. Stat. 10, No. 1, 74--80 (2016; Zbl 1331.62276) Full Text: DOI Euclid
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
Brunel, Élodie; Mas, André; Roche, Angelina Non-asymptotic adaptive prediction in functional linear models. (English) Zbl 1328.62408 J. Multivariate Anal. 143, 208-232 (2016). MSC: 62J05 62G08 PDF BibTeX XML Cite \textit{É. Brunel} et al., J. Multivariate Anal. 143, 208--232 (2016; Zbl 1328.62408) Full Text: DOI
Niu, Cuizhen; Guo, Xu; Xu, Wangli; Zhu, Lixing Checking nonparametric component for partial linear regression model with missing response. (English) Zbl 1333.62122 J. Stat. Plann. Inference 168, 1-19 (2016). MSC: 62G08 62G10 62P10 PDF BibTeX XML Cite \textit{C. Niu} et al., J. Stat. Plann. Inference 168, 1--19 (2016; Zbl 1333.62122) Full Text: DOI
Kraus, David Components and completion of partially observed functional data. (English) Zbl 1414.62212 J. R. Stat. Soc., Ser. B, Stat. Methodol. 77, No. 4, 777-801 (2015). MSC: 62H25 62G05 62G20 PDF BibTeX XML Cite \textit{D. Kraus}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 77, No. 4, 777--801 (2015; Zbl 1414.62212) Full Text: DOI
Zhang, Hongyang; Lin, Zhouchen; Zhang, Chao; Gao, Junbin Relations among some low-rank subspace recovery models. (English) Zbl 1418.62250 Neural Comput. 27, No. 9, 1915-1950 (2015). MSC: 62H25 62G35 PDF BibTeX XML Cite \textit{H. Zhang} et al., Neural Comput. 27, No. 9, 1915--1950 (2015; Zbl 1418.62250) Full Text: DOI arXiv
Hallin, Marc; Mehta, Chintan \(R\)-estimation for asymmetric independent component analysis. (English) Zbl 1381.62145 J. Am. Stat. Assoc. 110, No. 509, 218-232 (2015). MSC: 62H25 62G05 62G20 62G35 PDF BibTeX XML Cite \textit{M. Hallin} and \textit{C. Mehta}, J. Am. Stat. Assoc. 110, No. 509, 218--232 (2015; Zbl 1381.62145) Full Text: DOI arXiv
Shou, Haochang; Zipunnikov, Vadim; Crainiceanu, Ciprian M.; Greven, Sonja Structured functional principal component analysis. (English) Zbl 1393.62099 Biometrics 71, No. 1, 247-257 (2015). MSC: 62P10 62H25 62G08 PDF BibTeX XML Cite \textit{H. Shou} et al., Biometrics 71, No. 1, 247--257 (2015; Zbl 1393.62099) Full Text: DOI
Demetrashvili, Nino; van den Heuvel, Edwin R. Confidence intervals for intraclass correlation coefficients in a nonlinear dose-response meta-analysis. (English) Zbl 1390.62247 Biometrics 71, No. 2, 548-555 (2015). MSC: 62P10 62J02 62G15 PDF BibTeX XML Cite \textit{N. Demetrashvili} and \textit{E. R. van den Heuvel}, Biometrics 71, No. 2, 548--555 (2015; Zbl 1390.62247) Full Text: DOI
Qingguo, Tang Estimation for semi-functional linear regression. (English) Zbl 1382.62018 Statistics 49, No. 6, 1262-1278 (2015). MSC: 62G08 62G20 62J05 62H25 PDF BibTeX XML Cite \textit{T. Qingguo}, Statistics 49, No. 6, 1262--1278 (2015; Zbl 1382.62018) Full Text: DOI
Reiss, Philip T.; Huo, Lan; Zhao, Yihong; Kelly, Clare; Ogden, R. Todd Wavelet-domain regression and predictive inference in psychiatric neuroimaging. (English) Zbl 1454.62386 Ann. Appl. Stat. 9, No. 2, 1076-1101 (2015). MSC: 62P10 62G08 62H25 PDF BibTeX XML Cite \textit{P. T. Reiss} et al., Ann. Appl. Stat. 9, No. 2, 1076--1101 (2015; Zbl 1454.62386) Full Text: DOI Euclid
Hall, Peter; Jin, Yin; Samaniego, Francisco J. Nonparametric estimation of component reliability based on lifetime data from systems of varying design. (English) Zbl 1377.62101 Stat. Sin. 25, No. 4, 1313-1335 (2015). MSC: 62G05 62N05 PDF BibTeX XML Cite \textit{P. Hall} et al., Stat. Sin. 25, No. 4, 1313--1335 (2015; Zbl 1377.62101) Full Text: DOI
Levine, Michael Minimax rate of convergence for an estimator of the functional component in a semiparametric multivariate partially linear model. (English) Zbl 1323.62032 J. Multivariate Anal. 140, 283-290 (2015). MSC: 62G08 62G10 PDF BibTeX XML Cite \textit{M. Levine}, J. Multivariate Anal. 140, 283--290 (2015; Zbl 1323.62032) Full Text: DOI
Gao, Chao; Zhou, Harrison H. Rate-optimal posterior contraction for sparse PCA. (English) Zbl 1312.62078 Ann. Stat. 43, No. 2, 785-818 (2015). MSC: 62H25 62G05 62F15 PDF BibTeX XML Cite \textit{C. Gao} and \textit{H. H. Zhou}, Ann. Stat. 43, No. 2, 785--818 (2015; Zbl 1312.62078) Full Text: DOI Euclid arXiv
Cai, Tony; Ma, Zongming; Wu, Yihong Optimal estimation and rank detection for sparse spiked covariance matrices. (English) Zbl 1314.62130 Probab. Theory Relat. Fields 161, No. 3-4, 781-815 (2015). MSC: 62H12 62F12 62G09 PDF BibTeX XML Cite \textit{T. Cai} et al., Probab. Theory Relat. Fields 161, No. 3--4, 781--815 (2015; Zbl 1314.62130) Full Text: DOI arXiv
Li, Wanbin; Xue, Liugen Efficient inference in a generalized partially linear model with random effect for longitudinal data. (English) Zbl 1311.62048 Commun. Stat., Theory Methods 44, No. 2, 241-260 (2015). MSC: 62G05 62G20 PDF BibTeX XML Cite \textit{W. Li} and \textit{L. Xue}, Commun. Stat., Theory Methods 44, No. 2, 241--260 (2015; Zbl 1311.62048) Full Text: DOI
Mas, André; Ruymgaart, Frits High-dimensional principal projections. (English) Zbl 1308.62126 Complex Anal. Oper. Theory 9, No. 1, 35-63 (2015). MSC: 62H25 62G08 47A55 PDF BibTeX XML Cite \textit{A. Mas} and \textit{F. Ruymgaart}, Complex Anal. Oper. Theory 9, No. 1, 35--63 (2015; Zbl 1308.62126) Full Text: DOI
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
Chiou, Jeng-Min; Müller, Hans-Georg Linear manifold modelling of multivariate functional data. (English) Zbl 1411.62154 J. R. Stat. Soc., Ser. B, Stat. Methodol. 76, No. 3, 605-626 (2014). MSC: 62H25 62M10 62G05 62P10 PDF BibTeX XML Cite \textit{J.-M. Chiou} and \textit{H.-G. Müller}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 76, No. 3, 605--626 (2014; Zbl 1411.62154) Full Text: DOI
Zhu, Hongxiao; Yao, Fang; Zhang, Hao Helen Structured functional additive regression in reproducing kernel Hilbert spaces. (English) Zbl 1411.62111 J. R. Stat. Soc., Ser. B, Stat. Methodol. 76, No. 3, 581-603 (2014). MSC: 62G08 62H25 PDF BibTeX XML Cite \textit{H. Zhu} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 76, No. 3, 581--603 (2014; Zbl 1411.62111) Full Text: DOI
Han, Fang; Liu, Han Scale-invariant sparse PCA on high-dimensional meta-elliptical data. (English) Zbl 1367.62185 J. Am. Stat. Assoc. 109, No. 505, 275-287 (2014). MSC: 62H25 62G07 62G35 PDF BibTeX XML Cite \textit{F. Han} and \textit{H. Liu}, J. Am. Stat. Assoc. 109, No. 505, 275--287 (2014; Zbl 1367.62185) Full Text: DOI