Kao, Ming-Hung; Huang, Ping-Han Hybrid exact-approximate design approach for sparse functional data. (English) Zbl 07771446 Comput. Stat. Data Anal. 190, Article ID 107850, 10 p. (2024). MSC: 62-08 PDF BibTeX XML Cite \textit{M.-H. Kao} and \textit{P.-H. Huang}, Comput. Stat. Data Anal. 190, Article ID 107850, 10 p. (2024; Zbl 07771446) Full Text: DOI
Tong, Hongzhi; Ng, Michael Spectral algorithms for learning with dependent observations. (English) Zbl 07750615 J. Comput. Appl. Math. 437, Article ID 115437, 13 p. (2024). MSC: 68T05 62H30 62G08 46E22 62H25 PDF BibTeX XML Cite \textit{H. Tong} and \textit{M. Ng}, J. Comput. Appl. Math. 437, Article ID 115437, 13 p. (2024; Zbl 07750615) Full Text: DOI
Langworthy, Benjamin W.; Cai, Jianwen; Corty, Robert W.; Kosorok, Michael R.; Fine, Jason P. Principal components analysis for right censored data. (English) Zbl 07769931 Stat. Sin. 33, No. 3, 1985-2016 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{B. W. Langworthy} et al., Stat. Sin. 33, No. 3, 1985--2016 (2023; Zbl 07769931) Full Text: DOI
Yao, Junwen; Lopes, Miles E. Rates of bootstrap approximation for eigenvalues in high-dimensional PCA. (English) Zbl 07767615 Stat. Sin. 33, Spec. Iss., 1461-1481 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Yao} and \textit{M. E. Lopes}, Stat. Sin. 33, 1461--1481 (2023; Zbl 07767615) Full Text: DOI arXiv
Üstündağ Şiray, Gülesen Simultaneous prediction using target function based on principal components estimator with correlated errors. (English) Zbl 07767269 Stat. Pap. 64, No. 5, 1527-1628 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{G. Üstündağ Şiray}, Stat. Pap. 64, No. 5, 1527--1628 (2023; Zbl 07767269) Full Text: DOI
Guo, Yiping; Bondell, Howard On robust probabilistic principal component analysis using multivariate \(t\)-distributions. (English) Zbl 07767124 Commun. Stat., Theory Methods 52, No. 23, 8261-8279 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Guo} and \textit{H. Bondell}, Commun. Stat., Theory Methods 52, No. 23, 8261--8279 (2023; Zbl 07767124) Full Text: DOI arXiv
Ma, Haiqiang; Liu, Chao; Xu, Sheng; Yang, Jin Subgroup analysis for functional partial linear regression model. (English. French summary) Zbl 07759544 Can. J. Stat. 51, No. 2, 559-579 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Ma} et al., Can. J. Stat. 51, No. 2, 559--579 (2023; Zbl 07759544) Full Text: DOI
He, Lingyu; Yang, Yanrong; Zhang, Bo Robust PCA for high-dimensional data based on characteristic transformation. (English) Zbl 1521.62096 Aust. N. Z. J. Stat. 65, No. 2, 127-151 (2023). MSC: 62H25 PDF BibTeX XML Cite \textit{L. He} et al., Aust. N. Z. J. Stat. 65, No. 2, 127--151 (2023; Zbl 1521.62096) Full Text: DOI arXiv
Ramnath, Keerthan; Narasimhan, Shankar Identification of errors in variables linear state space models using iterative principal component analysis. (English) Zbl 07750973 Int. J. Control 96, No. 11, 2773-2786 (2023). MSC: 93B30 62H25 PDF BibTeX XML Cite \textit{K. Ramnath} and \textit{S. Narasimhan}, Int. J. Control 96, No. 11, 2773--2786 (2023; Zbl 07750973) Full Text: DOI
Hucker, Laura; Wahl, Martin A note on the prediction error of principal component regression in high dimensions. (English) Zbl 07748859 Theory Probab. Math. Stat. 109, 37-53 (2023). MSC: 62H25 PDF BibTeX XML Cite \textit{L. Hucker} and \textit{M. Wahl}, Theory Probab. Math. Stat. 109, 37--53 (2023; Zbl 07748859) Full Text: DOI arXiv
Du, Xiuli; Jiang, Xiaohu; Lin, Jinguan Multinomial logistic factor regression for multi-source functional block-wise missing data. (English) Zbl 07745467 Psychometrika 88, No. 3, 975-1001 (2023). MSC: 62P15 62J12 62H25 PDF BibTeX XML Cite \textit{X. Du} et al., Psychometrika 88, No. 3, 975--1001 (2023; Zbl 07745467) Full Text: DOI
Zhang, Guangjian; Hattori, Minami; Trichtinger, Lauren A. Rotating factors to simplify their structural paths. (English) Zbl 07745463 Psychometrika 88, No. 3, 865-887 (2023). MSC: 62P15 62H25 PDF BibTeX XML Cite \textit{G. Zhang} et al., Psychometrika 88, No. 3, 865--887 (2023; Zbl 07745463) Full Text: DOI
Kadhem, Sayed H.; Nikoloulopoulos, Aristidis K. Factor tree copula models for item response data. (English) Zbl 07745459 Psychometrika 88, No. 3, 776-802 (2023). MSC: 62P15 62H05 62H25 PDF BibTeX XML Cite \textit{S. H. Kadhem} and \textit{A. K. Nikoloulopoulos}, Psychometrika 88, No. 3, 776--802 (2023; Zbl 07745459) Full Text: DOI arXiv
Li, Guobin; Cui, Qingzhe; Wei, Shengnan; Wang, Xiaofeng; Xu, Lixiang; He, Lixin; Kwong, Timothy C. H.; Tang, Yuanyan Long short-term memory network-based wastewater quality prediction model with sparrow search algorithm. (English) Zbl 07741309 Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 6, Article ID 2350019, 20 p. (2023). MSC: 92F05 92C42 62H25 90C59 PDF BibTeX XML Cite \textit{G. Li} et al., Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 6, Article ID 2350019, 20 p. (2023; Zbl 07741309) Full Text: DOI
Adrover, Jorge G.; Donato, Stella M. Aspects of robust canonical correlation analysis, principal components and association. (English) Zbl 1520.62070 Test 32, No. 2, 623-650 (2023). MSC: 62H20 62H25 62F35 PDF BibTeX XML Cite \textit{J. G. Adrover} and \textit{S. M. Donato}, Test 32, No. 2, 623--650 (2023; Zbl 1520.62070) Full Text: DOI
Wang, Ke; Franks, Alexander; Oh, Sang-Yun Learning Gaussian graphical models with latent confounders. (English) Zbl 07740031 J. Multivariate Anal. 198, Article ID 105213, 18 p. (2023). MSC: 62Hxx 62H22 62H25 PDF BibTeX XML Cite \textit{K. Wang} et al., J. Multivariate Anal. 198, Article ID 105213, 18 p. (2023; Zbl 07740031) Full Text: DOI arXiv
Bispo, Regina; Marques, Filipe Stability of principal components under normal and non-normal parent populations and different covariance structures scenarios. (English) Zbl 07739593 J. Stat. Comput. Simulation 93, No. 7, 1060-1076 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Bispo} and \textit{F. Marques}, J. Stat. Comput. Simulation 93, No. 7, 1060--1076 (2023; Zbl 07739593) Full Text: DOI
Jorgensen, Palle E. T.; Song, Myung-Sin; Tian, James Infinite-dimensional stochastic transforms and reproducing kernel Hilbert space. (English) Zbl 07739023 Sampl. Theory Signal Process. Data Anal. 21, No. 1, Paper No. 12, 27 p. (2023). MSC: 47B32 41A15 41A65 42A82 42C15 46E22 47A05 47N10 60G15 62H25 68T07 81S05 90C20 94A08 94A12 94A20 PDF BibTeX XML Cite \textit{P. E. T. Jorgensen} et al., Sampl. Theory Signal Process. Data Anal. 21, No. 1, Paper No. 12, 27 p. (2023; Zbl 07739023) Full Text: DOI arXiv
Boente, Graciela; Parada, Daniela Robust estimation for functional quadratic regression models. (English) Zbl 07737938 Comput. Stat. Data Anal. 187, Article ID 107798, 24 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{G. Boente} and \textit{D. Parada}, Comput. Stat. Data Anal. 187, Article ID 107798, 24 p. (2023; Zbl 07737938) Full Text: DOI arXiv
Fresoli, Diego; Poncela, Pilar; Ruiz, Esther Ignoring cross-correlated idiosyncratic components when extracting factors in dynamic factor models. (English) Zbl 07736550 Econ. Lett. 230, Article ID 111246, 5 p. (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{D. Fresoli} et al., Econ. Lett. 230, Article ID 111246, 5 p. (2023; Zbl 07736550) Full Text: DOI
Seigal, Anna; Harrington, Heather A.; Nanda, Vidit Principal components along quiver representations. (English) Zbl 07735209 Found. Comput. Math. 23, No. 4, 1129-1165 (2023). MSC: 16G20 15A22 15A18 PDF BibTeX XML Cite \textit{A. Seigal} et al., Found. Comput. Math. 23, No. 4, 1129--1165 (2023; Zbl 07735209) Full Text: DOI arXiv
Li, Yan; Gao, Zhigen; Huang, Wei; Guo, Jianhua Matrix-variate data analysis by two-way factor model with replicated observations. (English) Zbl 07734000 Stat. Probab. Lett. 202, Article ID 109904, 8 p. (2023). MSC: 62H25 62M10 62H12 PDF BibTeX XML Cite \textit{Y. Li} et al., Stat. Probab. Lett. 202, Article ID 109904, 8 p. (2023; Zbl 07734000) Full Text: DOI
Chernozhukov, Victor; Hansen, Christian; Liao, Yuan; Zhu, Yinchu Inference for low-rank models. (English) Zbl 07732749 Ann. Stat. 51, No. 3, 1309-1330 (2023). MSC: 62H25 62F12 PDF BibTeX XML Cite \textit{V. Chernozhukov} et al., Ann. Stat. 51, No. 3, 1309--1330 (2023; Zbl 07732749) Full Text: DOI arXiv Link
Kawasumi, Ryota; Takeda, Koujin Automatic hyperparameter tuning in sparse matrix factorization. (English) Zbl 1521.62009 Neural Comput. 35, No. 6, 1086-1099 (2023). MSC: 62-08 15A23 62F15 62H25 65F15 65F50 PDF BibTeX XML Cite \textit{R. Kawasumi} and \textit{K. Takeda}, Neural Comput. 35, No. 6, 1086--1099 (2023; Zbl 1521.62009) Full Text: DOI arXiv
Tjøstheim, Dag; Jullum, Martin; Løland, Anders Some recent trends in embeddings of time series and dynamic networks. (English) Zbl 07731500 J. Time Ser. Anal. 44, No. 5-6, 686-709 (2023). MSC: 62H25 PDF BibTeX XML Cite \textit{D. Tjøstheim} et al., J. Time Ser. Anal. 44, No. 5--6, 686--709 (2023; Zbl 07731500) Full Text: DOI arXiv
Tavakoli, Shahin; Nisol, Gilles; Hallin, Marc Factor models for high-dimensional functional time series. II: Estimation and forecasting. (English) Zbl 07731496 J. Time Ser. Anal. 44, No. 5-6, 601-621 (2023). MSC: 62Mxx 62M10 62H25 60G10 62P05 PDF BibTeX XML Cite \textit{S. Tavakoli} et al., J. Time Ser. Anal. 44, No. 5--6, 601--621 (2023; Zbl 07731496) Full Text: DOI
Hallin, Marc; Nisol, Gilles; Tavakoli, Shahin Factor models for high-dimensional functional time series. I: Representation results. (English) Zbl 07731495 J. Time Ser. Anal. 44, No. 5-6, 578-600 (2023). MSC: 62Mxx 62M10 62H25 60G10 62P05 PDF BibTeX XML Cite \textit{M. Hallin} et al., J. Time Ser. Anal. 44, No. 5--6, 578--600 (2023; Zbl 07731495) Full Text: DOI arXiv
Sabzikar, Farzad; Kokoszka, Piotr Tempered functional time series. (English) Zbl 07731474 J. Time Ser. Anal. 44, No. 3, 280-293 (2023). MSC: 62Mxx 62M10 PDF BibTeX XML Cite \textit{F. Sabzikar} and \textit{P. Kokoszka}, J. Time Ser. Anal. 44, No. 3, 280--293 (2023; Zbl 07731474) Full Text: DOI
Aktaş, Fatih S.; Pinar, Mustafa Ç. PCA sparsified. (English) Zbl 07731067 SIAM J. Optim. 33, No. 3, 2089-2117 (2023). MSC: 62H25 65K05 90C22 PDF BibTeX XML Cite \textit{F. S. Aktaş} and \textit{M. Ç. Pinar}, SIAM J. Optim. 33, No. 3, 2089--2117 (2023; Zbl 07731067) Full Text: DOI
Brenning, Alexander Interpreting machine-learning models in transformed feature space with an application to remote-sensing classification. (English) Zbl 1518.68291 Mach. Learn. 112, No. 9, 3455-3471 (2023). MSC: 68T05 62H25 PDF BibTeX XML Cite \textit{A. Brenning}, Mach. Learn. 112, No. 9, 3455--3471 (2023; Zbl 1518.68291) Full Text: DOI
Wu, Sidi; Beaulac, Cédric; Cao, Jiguo Neural networks for scalar input and functional output. (English) Zbl 1517.62049 Stat. Comput. 33, No. 5, Paper No. 118, 20 p. (2023). MSC: 62-08 62G08 62R10 62H25 68T07 PDF BibTeX XML Cite \textit{S. Wu} et al., Stat. Comput. 33, No. 5, Paper No. 118, 20 p. (2023; Zbl 1517.62049) Full Text: DOI arXiv
García-Portugués, Eduardo; Prieto-Tirado, Arturo Toroidal PCA via density ridges. (English) Zbl 1517.62018 Stat. Comput. 33, No. 5, Paper No. 107, 15 p. (2023). MSC: 62-08 62H11 62H25 62R30 PDF BibTeX XML Cite \textit{E. García-Portugués} and \textit{A. Prieto-Tirado}, Stat. Comput. 33, No. 5, Paper No. 107, 15 p. (2023; Zbl 1517.62018) Full Text: DOI arXiv
Ding, Xiucai; Ji, Hong Chang Spiked multiplicative random matrices and principal components. (English) Zbl 07726164 Stochastic Processes Appl. 163, 25-60 (2023). Reviewer: Sho Matsumoto (Kagoshima) MSC: 15B52 15A18 46L54 60B20 62H12 PDF BibTeX XML Cite \textit{X. Ding} and \textit{H. C. Ji}, Stochastic Processes Appl. 163, 25--60 (2023; Zbl 07726164) Full Text: DOI arXiv
Dang-Phuong-lan Nguyen; Hertrich, Johannes; Aujol, Jean-Francois; Berthoumieu, Yannick Image super-resolution with PCA reduced generalized Gaussian mixture models in materials science. (English) Zbl 07725197 Inverse Probl. Imaging 17, No. 6, 1165-1192 (2023). MSC: 62H12 62H25 62H35 65K05 PDF BibTeX XML Cite \textit{Dang-Phuong-lan Nguyen} et al., Inverse Probl. Imaging 17, No. 6, 1165--1192 (2023; Zbl 07725197) Full Text: DOI
Wang, Siyao; Lopes, Miles E. A bootstrap method for spectral statistics in high-dimensional elliptical models. (English) Zbl 07725169 Electron. J. Stat. 17, No. 2, 1848-1892 (2023). MSC: 62H99 62F40 62H25 PDF BibTeX XML Cite \textit{S. Wang} and \textit{M. E. Lopes}, Electron. J. Stat. 17, No. 2, 1848--1892 (2023; Zbl 07725169) Full Text: DOI arXiv Link
Long, Zhanting; Li, Zeng; Lin, Ruitao; Qiu, Jiaxin On singular values of large dimensional lag-\(\tau\) sample auto-correlation matrices. (English) Zbl 07723945 J. Multivariate Anal. 197, Article ID 105205, 17 p. (2023). MSC: 62Hxx 60B20 62H25 PDF BibTeX XML Cite \textit{Z. Long} et al., J. Multivariate Anal. 197, Article ID 105205, 17 p. (2023; Zbl 07723945) Full Text: DOI arXiv
Zhou, Siyun; Liu, Xin; Xu, Liwei Stochastic Gauss-Newton algorithms for online PCA. (English) Zbl 1520.65021 J. Sci. Comput. 96, No. 3, Paper No. 72, 34 p. (2023). MSC: 65F15 15A18 62H25 65C20 PDF BibTeX XML Cite \textit{S. Zhou} et al., J. Sci. Comput. 96, No. 3, Paper No. 72, 34 p. (2023; Zbl 1520.65021) Full Text: DOI arXiv
Xiang, Jingjie; Guo, Gangzheng; Li, Jiaolong Determining the number of factors in constrained factor models via Bayesian information criterion. (English) Zbl 07716492 Econom. Rev. 42, No. 1, 98-122 (2023). MSC: 62P20 PDF BibTeX XML Cite \textit{J. Xiang} et al., Econom. Rev. 42, No. 1, 98--122 (2023; Zbl 07716492) Full Text: DOI
Baek, Changryong; Leinwand, Benjamin; Lindquist, Kristen A.; Jeong, Seok-Oh; Hopfinger, Joseph; Gates, Katheleen M.; Pipiras, Vladas Detecting changes in correlation networks with application to functional connectivity of fMRI data. (English) Zbl 1517.62087 Psychometrika 88, No. 2, 636-655 (2023). MSC: 62P15 62M10 62H15 62M09 PDF BibTeX XML Cite \textit{C. Baek} et al., Psychometrika 88, No. 2, 636--655 (2023; Zbl 1517.62087) Full Text: DOI
Liu, Xinyi; Wallin, Gabriel; Chen, Yunxiao; Moustaki, Irini Rotation to sparse loadings using \(L^p\) losses and related inference problems. (English) Zbl 1517.62093 Psychometrika 88, No. 2, 527-553 (2023). MSC: 62P15 62H25 PDF BibTeX XML Cite \textit{X. Liu} et al., Psychometrika 88, No. 2, 527--553 (2023; Zbl 1517.62093) Full Text: DOI arXiv
Gao, Kaixin; Huang, Zheng-Hai Tensor robust principal component analysis via tensor fibered rank and \(l_p\) minimization. (English) Zbl 07715434 SIAM J. Imaging Sci. 16, No. 1, 423-460 (2023). MSC: 62H25 65K05 90C26 PDF BibTeX XML Cite \textit{K. Gao} and \textit{Z.-H. Huang}, SIAM J. Imaging Sci. 16, No. 1, 423--460 (2023; Zbl 07715434) Full Text: DOI
Lambert, Marc; Bonnabel, Silvère; Bach, Francis The limited-memory recursive variational Gaussian approximation (L-RVGA). (English) Zbl 1517.62027 Stat. Comput. 33, No. 3, Paper No. 70, 20 p. (2023). MSC: 62-08 62H25 62J12 PDF BibTeX XML Cite \textit{M. Lambert} et al., Stat. Comput. 33, No. 3, Paper No. 70, 20 p. (2023; Zbl 1517.62027) Full Text: DOI arXiv
Liang, Xin On the optimality of the Oja’s algorithm for online PCA. (English) Zbl 1516.62018 Stat. Comput. 33, No. 3, Paper No. 62, 11 p. (2023). MSC: 62-08 62H25 68W27 65F15 PDF BibTeX XML Cite \textit{X. Liang}, Stat. Comput. 33, No. 3, Paper No. 62, 11 p. (2023; Zbl 1516.62018) Full Text: DOI arXiv
Schell, Alexander; Oberhauser, Harald Nonlinear independent component analysis for discrete-time and continuous-time signals. (English) Zbl 07714169 Ann. Stat. 51, No. 2, 487-518 (2023). MSC: 62H25 60L10 62H05 62M45 62M99 62R10 PDF BibTeX XML Cite \textit{A. Schell} and \textit{H. Oberhauser}, Ann. Stat. 51, No. 2, 487--518 (2023; Zbl 07714169) Full Text: DOI arXiv
Carpita, Maurizio; Pasca, Paola; Arima, Serena; Ciavolino, Enrico Clustering of variables methods and measurement models for soccer players’ performances. (English) Zbl 1516.62062 Ann. Oper. Res. 325, No. 1, 37-56 (2023). MSC: 62H30 62H25 62H12 62P20 PDF BibTeX XML Cite \textit{M. Carpita} et al., Ann. Oper. Res. 325, No. 1, 37--56 (2023; Zbl 1516.62062) Full Text: DOI
Martínez, Sergio; Illescas, María D.; Rueda, María del Mar Distribution function estimation with calibration on principal components. (English) Zbl 1516.62039 J. Comput. Appl. Math. 428, Article ID 115189, 12 p. (2023). MSC: 62D05 62H25 PDF BibTeX XML Cite \textit{S. Martínez} et al., J. Comput. Appl. Math. 428, Article ID 115189, 12 p. (2023; Zbl 1516.62039) Full Text: DOI
Jiang, Xue; Sun, Hong-Wei Learning performance of uncentered kernel-based principal component analysis. (English) Zbl 1516.62060 Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 3, Article ID 2250059, 16 p. (2023). MSC: 62H25 68T05 68Q32 PDF BibTeX XML Cite \textit{X. Jiang} and \textit{H.-W. Sun}, Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 3, Article ID 2250059, 16 p. (2023; Zbl 1516.62060) Full Text: DOI
Febrero-Bande, Manuel; González-Manteiga, Wenceslao; Prallon, Brenda; Saporito, Yuri F. Functional classification of bitcoin addresses. (English) Zbl 07710142 Comput. Stat. Data Anal. 181, Article ID 107687, 16 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{M. Febrero-Bande} et al., Comput. Stat. Data Anal. 181, Article ID 107687, 16 p. (2023; Zbl 07710142) Full Text: DOI arXiv
Bekker, Andriette; Hashemi, Farzane; Arashi, Mohammad Flexible factor model for handling missing data in supervised learning. (English) Zbl 07710051 Commun. Math. Stat. 11, No. 2, 477-501 (2023). MSC: 62H25 62H30 62F10 PDF BibTeX XML Cite \textit{A. Bekker} et al., Commun. Math. Stat. 11, No. 2, 477--501 (2023; Zbl 07710051) Full Text: DOI
Paparoditis, Efstathios; Shang, Han Lin Bootstrap prediction bands for functional time series. (English) Zbl 07707216 J. Am. Stat. Assoc. 118, No. 542, 972-986 (2023); correction ibid. 118, No. 543, 2211 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{E. Paparoditis} and \textit{H. L. Shang}, J. Am. Stat. Assoc. 118, No. 542, 972--986 (2023; Zbl 07707216) Full Text: DOI arXiv
Chen, Yu-Ting; Chiou, Jeng-Min; Huang, Tzee-Ming Greedy segmentation for a functional data sequence. (English) Zbl 07707215 J. Am. Stat. Assoc. 118, No. 542, 959-971 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Y.-T. Chen} et al., J. Am. Stat. Assoc. 118, No. 542, 959--971 (2023; Zbl 07707215) Full Text: DOI
Deng, Yujia; Tang, Xiwei; Qu, Annie Correlation tensor decomposition and its application in spatial imaging data. (English) Zbl 1514.68309 J. Am. Stat. Assoc. 118, No. 541, 440-456 (2023). MSC: 68U10 62H25 62M30 62P10 92C55 PDF BibTeX XML Cite \textit{Y. Deng} et al., J. Am. Stat. Assoc. 118, No. 541, 440--456 (2023; Zbl 1514.68309) Full Text: DOI
Ke, Zheng Tracy; Ma, Yucong; Lin, Xihong Estimation of the number of spiked eigenvalues in a covariance matrix by bulk eigenvalue matching analysis. (English) Zbl 1514.62367 J. Am. Stat. Assoc. 118, No. 541, 374-392 (2023). MSC: 62R07 62H25 68T05 68T09 PDF BibTeX XML Cite \textit{Z. T. Ke} et al., J. Am. Stat. Assoc. 118, No. 541, 374--392 (2023; Zbl 1514.62367) Full Text: DOI arXiv
Jiao, Shuhao; Aue, Alexander; Ombao, Hernando Functional time series prediction under partial observation of the future curve. (English) Zbl 1514.62166 J. Am. Stat. Assoc. 118, No. 541, 315-326 (2023). MSC: 62M10 62H25 62R10 PDF BibTeX XML Cite \textit{S. Jiao} et al., J. Am. Stat. Assoc. 118, No. 541, 315--326 (2023; Zbl 1514.62166) Full Text: DOI arXiv
Zhang, Zhengwu; Wu, Yuexuan; Xiong, Di; Ibrahim, Joseph G.; Srivastava, Anuj; Zhu, Hongtu Rejoinder: “LESA: longitudinal elastic shape analysis of brain subcortical structures”. (English) Zbl 1514.62284 J. Am. Stat. Assoc. 118, No. 541, 25-28 (2023). MSC: 62P10 62H25 PDF BibTeX XML Cite \textit{Z. Zhang} et al., J. Am. Stat. Assoc. 118, No. 541, 25--28 (2023; Zbl 1514.62284) Full Text: DOI
Zhang, Daiwei; Kang, Jian Discussion of “LESA: longitudinal elastic shape analysis of brain subcortical structures”. (English) Zbl 1514.62282 J. Am. Stat. Assoc. 118, No. 541, 22-24 (2023). MSC: 62P10 62H25 PDF BibTeX XML Cite \textit{D. Zhang} and \textit{J. Kang}, J. Am. Stat. Assoc. 118, No. 541, 22--24 (2023; Zbl 1514.62282) Full Text: DOI
Chung, Moo K.; Hanson, Jamie L.; Davidson, Richard J.; Pollak, Seth D. Discussion of “LESA: longitudinal elastic shape analysis of brain subcortical structures”. (English) Zbl 1514.62224 J. Am. Stat. Assoc. 118, No. 541, 20-21 (2023). MSC: 62P10 62H25 PDF BibTeX XML Cite \textit{M. K. Chung} et al., J. Am. Stat. Assoc. 118, No. 541, 20--21 (2023; Zbl 1514.62224) Full Text: DOI
Aston, John A. D.; Lila, Eardi Discussion of “LESA: longitudinal elastic shape analysis of brain subcortical structures”. (English) Zbl 1514.62219 J. Am. Stat. Assoc. 118, No. 541, 18-19 (2023). MSC: 62P10 62H25 PDF BibTeX XML Cite \textit{J. A. D. Aston} and \textit{E. Lila}, J. Am. Stat. Assoc. 118, No. 541, 18--19 (2023; Zbl 1514.62219) Full Text: DOI
Zhang, Zhengwu; Wu, Yuexuan; Xiong, Di; Ibrahim, Joseph G.; Srivastava, Anuj; Zhu, Hongtu LESA: longitudinal elastic shape analysis of brain subcortical structures. (English) Zbl 1514.62283 J. Am. Stat. Assoc. 118, No. 541, 3-17 (2023). MSC: 62P10 62H25 PDF BibTeX XML Cite \textit{Z. Zhang} et al., J. Am. Stat. Assoc. 118, No. 541, 3--17 (2023; Zbl 1514.62283) Full Text: DOI
Vajargah, Kianoush Fathi; Golshan, Hamid Mottaghi; Farahabadi, Fazel Badakhshan Improving the LDA linear discriminant analysis method by eliminating redundant variables for the diagnosis of COVID-19 patients. (English) Zbl 07704586 Appl. Appl. Math. 18, No. 1, Paper No. 8, 10 p. (2023). MSC: 62H05 62H25 62H20 PDF BibTeX XML Cite \textit{K. F. Vajargah} et al., Appl. Appl. Math. 18, No. 1, Paper No. 8, 10 p. (2023; Zbl 07704586) Full Text: Link
Bai, Jushan; Ng, Serena Approximate factor models with weaker loadings. (English) Zbl 07704519 J. Econom. 235, No. 2, 1893-1916 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{J. Bai} and \textit{S. Ng}, J. Econom. 235, No. 2, 1893--1916 (2023; Zbl 07704519) Full Text: DOI arXiv
Ergemen, Yunus Emre Parametric estimation of long memory in factor models. (English) Zbl 07704502 J. Econom. 235, No. 2, 1483-1499 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{Y. E. Ergemen}, J. Econom. 235, No. 2, 1483--1499 (2023; Zbl 07704502) Full Text: DOI
Yamashita, Naoto Principal component analysis constrained by layered simple structures. (English) Zbl 07702485 Adv. Data Anal. Classif., ADAC 17, No. 2, 347-367 (2023); correction ibid. 16, No. 4, 1099-1100 (2022). MSC: 62H25 62H12 62P15 PDF BibTeX XML Cite \textit{N. Yamashita}, Adv. Data Anal. Classif., ADAC 17, No. 2, 347--367 (2023; Zbl 07702485) Full Text: DOI
Guerra-Urzola, Rosember; de Schipper, Niek C.; Tonne, Anya; Sijtsma, Klaas; Vera, Juan C.; Van Deun, Katrijn Sparsifying the least-squares approach to PCA: comparison of lasso and cardinality constraint. (English) Zbl 07702481 Adv. Data Anal. Classif., ADAC 17, No. 1, 269-286 (2023). MSC: 62H25 PDF BibTeX XML Cite \textit{R. Guerra-Urzola} et al., Adv. Data Anal. Classif., ADAC 17, No. 1, 269--286 (2023; Zbl 07702481) Full Text: DOI
Bry, Xavier; Niang, Ndèye; Verron, Thomas; Bougeard, Stéphanie Clusterwise elastic-net regression based on a combined information criterion. (English) Zbl 07702473 Adv. Data Anal. Classif., ADAC 17, No. 1, 75-107 (2023). MSC: 62H30 62H25 91C20 PDF BibTeX XML Cite \textit{X. Bry} et al., Adv. Data Anal. Classif., ADAC 17, No. 1, 75--107 (2023; Zbl 07702473) Full Text: DOI
González-García, Nerea; Nieto-Librero, Ana Belén; Galindo-Villardón, Purificación \(\mathrm{C_{enet}Biplot}\): a new proposal of sparse and orthogonal biplots methods by means of elastic net CSVD. (English) Zbl 07702470 Adv. Data Anal. Classif., ADAC 17, No. 1, 5-19 (2023). MSC: 15A23 62J07 62Hxx 62H25 62P10 PDF BibTeX XML Cite \textit{N. González-García} et al., Adv. Data Anal. Classif., ADAC 17, No. 1, 5--19 (2023; Zbl 07702470) Full Text: DOI
Moss, Jonas; Grønneberg, Steffen Partial identification of latent correlations with ordinal data. (English) Zbl 1514.62307 Psychometrika 88, No. 1, 241-252 (2023). MSC: 62P15 62H20 62H25 PDF BibTeX XML Cite \textit{J. Moss} and \textit{S. Grønneberg}, Psychometrika 88, No. 1, 241--252 (2023; Zbl 1514.62307) Full Text: DOI
Kadhem, Sayed H.; Nikoloulopoulos, Aristidis K. Bi-factor and second-order copula models for item response data. (English) Zbl 1514.62301 Psychometrika 88, No. 1, 132-157 (2023). MSC: 62P15 62H05 62H25 PDF BibTeX XML Cite \textit{S. H. Kadhem} and \textit{A. K. Nikoloulopoulos}, Psychometrika 88, No. 1, 132--157 (2023; Zbl 1514.62301) Full Text: DOI arXiv
Tahir, Aiman; Ilyas, Maryam Robust correlation scaled principal component regression. (English) Zbl 07700125 Hacet. J. Math. Stat. 52, No. 2, 459-486 (2023). MSC: 62H25 62D10 62J20 PDF BibTeX XML Cite \textit{A. Tahir} and \textit{M. Ilyas}, Hacet. J. Math. Stat. 52, No. 2, 459--486 (2023; Zbl 07700125) Full Text: DOI
Cai, Jian-Feng; Li, Jingyang; You, Juntao Provable sample-efficient sparse phase retrieval initialized by truncated power method. (English) Zbl 1516.94009 Inverse Probl. 39, No. 7, Article ID 075008, 30 p. (2023). MSC: 94A12 90C26 62H25 PDF BibTeX XML Cite \textit{J.-F. Cai} et al., Inverse Probl. 39, No. 7, Article ID 075008, 30 p. (2023; Zbl 1516.94009) Full Text: DOI arXiv
Liang, Xin; Guo, Zhen-Chen; Wang, Li; Li, Ren-Cang; Lin, Wen-Wei Nearly optimal stochastic approximation for online principal subspace estimation. (English) Zbl 1515.65027 Sci. China, Math. 66, No. 5, 1087-1122 (2023). MSC: 65C30 62H12 62H25 PDF BibTeX XML Cite \textit{X. Liang} et al., Sci. China, Math. 66, No. 5, 1087--1122 (2023; Zbl 1515.65027) Full Text: DOI arXiv
Donoho, David; Gavish, Matan; Romanov, Elad ScreeNOT: exact MSE-optimal singular value thresholding in correlated noise. (English) Zbl 07684007 Ann. Stat. 51, No. 1, 122-148 (2023). MSC: 62C20 62H25 90C22 90C25 PDF BibTeX XML Cite \textit{D. Donoho} et al., Ann. Stat. 51, No. 1, 122--148 (2023; Zbl 07684007) Full Text: DOI arXiv
Dey, Santanu S.; Molinaro, Marco; Wang, Guanyi Solving sparse principal component analysis with global support. (English) Zbl 1518.90103 Math. Program. 199, No. 1-2 (A), 421-459 (2023). MSC: 90C30 90C11 62H25 PDF BibTeX XML Cite \textit{S. S. Dey} et al., Math. Program. 199, No. 1--2 (A), 421--459 (2023; Zbl 1518.90103) Full Text: DOI arXiv
Hong, David; Yang, Fan; Fessler, Jeffrey A.; Balzano, Laura Optimally weighted PCA for high-dimensional heteroscedastic data. (English) Zbl 07677822 SIAM J. Math. Data Sci. 5, No. 1, 222-250 (2023). MSC: 62H25 PDF BibTeX XML Cite \textit{D. Hong} et al., SIAM J. Math. Data Sci. 5, No. 1, 222--250 (2023; Zbl 07677822) Full Text: DOI arXiv
Abry, Patrice; Boniece, B. Cooper; Didier, Gustavo; Wendt, Herwig Wavelet eigenvalue regression in high dimensions. (English) Zbl 07672038 Stat. Inference Stoch. Process. 26, No. 1, 1-32 (2023). MSC: 62H25 60B20 42C40 60G18 PDF BibTeX XML Cite \textit{P. Abry} et al., Stat. Inference Stoch. Process. 26, No. 1, 1--32 (2023; Zbl 07672038) Full Text: DOI arXiv
Hyodo, Masashi; Nishiyama, Takahiro; Pavlenko, Tatjana A Behrens-Fisher problem for general factor models in high dimensions. (English) Zbl 1520.62065 J. Multivariate Anal. 195, Article ID 105162, 11 p. (2023). MSC: 62H15 62F03 62F05 62H25 62-08 PDF BibTeX XML Cite \textit{M. Hyodo} et al., J. Multivariate Anal. 195, Article ID 105162, 11 p. (2023; Zbl 1520.62065) Full Text: DOI
Yang, Shuquan; Ling, Nengxiang Robust projected principal component analysis for large-dimensional semiparametric factor modeling. (English) Zbl 1520.62082 J. Multivariate Anal. 195, Article ID 105155, 18 p. (2023). MSC: 62H25 62G35 62H12 PDF BibTeX XML Cite \textit{S. Yang} and \textit{N. Ling}, J. Multivariate Anal. 195, Article ID 105155, 18 p. (2023; Zbl 1520.62082) Full Text: DOI
Ogasawara, Haruhiko The density of the sample correlations under elliptical symmetry with or without the truncated variance-ratio. (English) Zbl 1520.62071 J. Multivariate Anal. 195, Article ID 105152, 15 p. (2023). MSC: 62H20 62H10 62H25 PDF BibTeX XML Cite \textit{H. Ogasawara}, J. Multivariate Anal. 195, Article ID 105152, 15 p. (2023; Zbl 1520.62071) Full Text: DOI
Crambes, Christophe; Daayeb, Chayma; Gannoun, Ali; Henchiri, Yousri Functional linear model with partially observed covariate and missing values in the response. (English) Zbl 07661835 J. Nonparametric Stat. 35, No. 1, 172-197 (2023). MSC: 62G20 62J05 62F12 62P99 PDF BibTeX XML Cite \textit{C. Crambes} et al., J. Nonparametric Stat. 35, No. 1, 172--197 (2023; Zbl 07661835) Full Text: DOI
Tanner, Jared; Vary, Simon Compressed sensing of low-rank plus sparse matrices. (English) Zbl 1508.65043 Appl. Comput. Harmon. Anal. 64, 254-293 (2023). MSC: 65F55 41A29 62H25 65F10 65J20 68Q25 90C22 90C26 PDF BibTeX XML Cite \textit{J. Tanner} and \textit{S. Vary}, Appl. Comput. Harmon. Anal. 64, 254--293 (2023; Zbl 1508.65043) Full Text: DOI arXiv
Li, Chuanzhong; Zhang, Yong; Dong, Huanhe Extended plethystic vertex operators and plethystic universal characters. (English. Russian original) Zbl 1520.81198 Theor. Math. Phys. 214, No. 2, 238-249 (2023); translation from Teor. Mat. Fiz. 214, No. 2, 276-290 (2023). MSC: 81V72 62H25 05E05 35G20 PDF BibTeX XML Cite \textit{C. Li} et al., Theor. Math. Phys. 214, No. 2, 238--249 (2023; Zbl 1520.81198); translation from Teor. Mat. Fiz. 214, No. 2, 276--290 (2023) Full Text: DOI
Xiong, Ruoxuan; Pelger, Markus Large dimensional latent factor modeling with missing observations and applications to causal inference. (English) Zbl 07659421 J. Econom. 233, No. 1, 271-301 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{R. Xiong} and \textit{M. Pelger}, J. Econom. 233, No. 1, 271--301 (2023; Zbl 07659421) Full Text: DOI arXiv
Choi, In; Lin, Rui; Shin, Yongcheol Canonical correlation-based model selection for the multilevel factors. (English) Zbl 07659410 J. Econom. 233, No. 1, 22-44 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{I. Choi} et al., J. Econom. 233, No. 1, 22--44 (2023; Zbl 07659410) Full Text: DOI
Xu, Jianjun; Cui, Wenquan; Cheng, Haoyang Online sparse sliced inverse regression for high-dimensional streaming data. (English) Zbl 1506.62287 Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 2, Article ID 2250055, 19 p. (2023). MSC: 62G08 62F12 62H12 62H25 PDF BibTeX XML Cite \textit{J. Xu} et al., Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 2, Article ID 2250055, 19 p. (2023; Zbl 1506.62287) Full Text: DOI arXiv
Chatterjee, Avishek; Mazumder, Satyaki; Das, Koel Functional classwise principal component analysis: a classification framework for functional data analysis. (English) Zbl 1515.62059 Data Min. Knowl. Discov. 37, No. 2, 552-594 (2023). MSC: 62H25 62H30 PDF BibTeX XML Cite \textit{A. Chatterjee} et al., Data Min. Knowl. Discov. 37, No. 2, 552--594 (2023; Zbl 1515.62059) Full Text: DOI arXiv
Sheehan, Michael P.; Davies, Mike E. Compressive independent component analysis: theory and algorithms. (English) Zbl 1506.68100 Inf. Inference 12, No. 1, 551-589 (2023). MSC: 68T05 62H25 PDF BibTeX XML Cite \textit{M. P. Sheehan} and \textit{M. E. Davies}, Inf. Inference 12, No. 1, 551--589 (2023; Zbl 1506.68100) Full Text: DOI arXiv
Little, Anna; Xie, Yuying; Sun, Qiang An analysis of classical multidimensional scaling with applications to clustering. (English) Zbl 1508.94042 Inf. Inference 12, No. 1, 72-112 (2023). MSC: 94A16 94A20 62H25 62H30 92C55 PDF BibTeX XML Cite \textit{A. Little} et al., Inf. Inference 12, No. 1, 72--112 (2023; Zbl 1508.94042) Full Text: DOI
Gates, Kathleen M.; Chow, Sy-Miin; Molenaar, Peter C. M. Intensive longitudinal analysis of human processes. (English) Zbl 1506.62001 Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences Series. Boca Raton, FL: CRC Press (ISBN 978-1-4822-3059-8/hbk; 978-0-429-17264-9/ebook). xix, 239 p. (2023). MSC: 62-01 62P15 62M10 62H25 62-04 PDF BibTeX XML Cite \textit{K. M. Gates} et al., Intensive longitudinal analysis of human processes. Boca Raton, FL: CRC Press (2023; Zbl 1506.62001) Full Text: DOI
Kor, Ryan; Zhou, Junjie Multi-activity influence and intervention. (English) Zbl 1507.91032 Games Econ. Behav. 137, 91-115 (2023). MSC: 91A43 62H25 90C20 PDF BibTeX XML Cite \textit{R. Kor} and \textit{J. Zhou}, Games Econ. Behav. 137, 91--115 (2023; Zbl 1507.91032) Full Text: DOI arXiv
Picci, Giorgio; Falconi, Lucia; Ferrante, Augusto; Zorzi, Mattia Hidden factor estimation in dynamic generalized factor analysis models. (English) Zbl 1507.93238 Automatica 149, Article ID 110834, 9 p. (2023). MSC: 93E11 62P30 62H25 PDF BibTeX XML Cite \textit{G. Picci} et al., Automatica 149, Article ID 110834, 9 p. (2023; Zbl 1507.93238) Full Text: DOI arXiv
Kundu, Anupam; Pourahmadi, Mohsen Bayesian estimation of constrained mean-covariance of normal distributions. (English) Zbl 1502.62061 Stat. Probab. Lett. 194, Article ID 109745, 12 p. (2023). MSC: 62H12 62E15 62F15 62H25 62J12 PDF BibTeX XML Cite \textit{A. Kundu} and \textit{M. Pourahmadi}, Stat. Probab. Lett. 194, Article ID 109745, 12 p. (2023; Zbl 1502.62061) Full Text: DOI
Jirak, Moritz; Wahl, Martin Relative perturbation bounds with applications to empirical covariance operators. (English) Zbl 1505.60014 Adv. Math. 412, Article ID 108808, 59 p. (2023). Reviewer: Fraser Daly (Edinburgh) MSC: 60B20 60F05 15A42 47A55 62H25 PDF BibTeX XML Cite \textit{M. Jirak} and \textit{M. Wahl}, Adv. Math. 412, Article ID 108808, 59 p. (2023; Zbl 1505.60014) Full Text: DOI arXiv
Zhong, Rou; Liu, Shishi; Li, Haocheng; Zhang, Jingxiao Sparse logistic functional principal component analysis for binary data. (English) Zbl 1502.62028 Stat. Comput. 33, No. 1, Paper No. 15, 12 p. (2023). MSC: 62-08 62H25 62R10 PDF BibTeX XML Cite \textit{R. Zhong} et al., Stat. Comput. 33, No. 1, Paper No. 15, 12 p. (2023; Zbl 1502.62028) Full Text: DOI arXiv
Kokoszka, Piotr; Kulik, Rafał Principal component analysis of infinite variance functional data. (English) Zbl 1520.62081 J. Multivariate Anal. 193, Article ID 105123, 22 p. (2023). MSC: 62H25 60E07 62E20 62R10 PDF BibTeX XML Cite \textit{P. Kokoszka} and \textit{R. Kulik}, J. Multivariate Anal. 193, Article ID 105123, 22 p. (2023; Zbl 1520.62081) Full Text: DOI
Bauer, Jan O.; Drabant, Bernhard Regression based thresholds in principal loading analysis. (English) Zbl 1520.62077 J. Multivariate Anal. 193, Article ID 105103, 10 p. (2023). MSC: 62H25 15A42 15A18 62J05 PDF BibTeX XML Cite \textit{J. O. Bauer} and \textit{B. Drabant}, J. Multivariate Anal. 193, Article ID 105103, 10 p. (2023; Zbl 1520.62077) Full Text: DOI arXiv
Abdi, Hervé; Beaton, Derek Principal component and correspondence analyses using R (to appear). (English) Zbl 06403069 SpringerBriefs in Statistics. Cham: Springer (ISBN 978-3-319-09255-3/pbk; 978-3-319-09256-0/ebook). x, 110 p. (2023). MSC: 62-02 62-04 62H25 PDF BibTeX XML Cite \textit{H. Abdi} and \textit{D. Beaton}, Principal component and correspondence analyses using R (to appear). Cham: Springer (2023; Zbl 06403069)
Chattopadhyay, Bhargab; Banerjee, Swarnali Minimum cost-compression risk in principal component analysis. (English) Zbl 1521.62094 Aust. N. Z. J. Stat. 64, No. 4, 422-441 (2022). MSC: 62H25 PDF BibTeX XML Cite \textit{B. Chattopadhyay} and \textit{S. Banerjee}, Aust. N. Z. J. Stat. 64, No. 4, 422--441 (2022; Zbl 1521.62094) Full Text: DOI
Mukherjee, Amitava; Murakami, Hidetoshi Multivariate Kruska-Wallis tests based on principal component score and latent source of independent component analysis. (English) Zbl 1521.62087 Aust. N. Z. J. Stat. 64, No. 3, 356-380 (2022). MSC: 62H15 62G10 62H25 PDF BibTeX XML Cite \textit{A. Mukherjee} and \textit{H. Murakami}, Aust. N. Z. J. Stat. 64, No. 3, 356--380 (2022; Zbl 1521.62087) Full Text: DOI
Liang, Beiting; Gao, Taoxuan; Bai, Defa; Wang, Guochang Functional dimension reduction based on fuzzy partition and transformation. (English) Zbl 1521.62056 Aust. N. Z. J. Stat. 64, No. 1, 45-66 (2022). MSC: 62G08 62H25 62J86 62R10 PDF BibTeX XML Cite \textit{B. Liang} et al., Aust. N. Z. J. Stat. 64, No. 1, 45--66 (2022; Zbl 1521.62056) Full Text: DOI
Roche, Angelina New perspectives in smoothing: minimax estimation of the mean and principal components of discretized functional data. (English) Zbl 1515.62140 Grad. J. Math. 7, No. 2, 95-107 (2022). MSC: 62R10 62D05 62G05 62H25 PDF BibTeX XML Cite \textit{A. Roche}, Grad. J. Math. 7, No. 2, 95--107 (2022; Zbl 1515.62140) Full Text: Link