Lin, Liang-Ching; Guo, Meihui; Lee, Sangyeol Monitoring photochemical pollutants based on symbolic interval-valued data analysis. (English) Zbl 07773157 Adv. Data Anal. Classif., ADAC 17, No. 4, 897-926 (2023). MSC: 62P30 62H25 62G30 PDF BibTeX XML Cite \textit{L.-C. Lin} et al., Adv. Data Anal. Classif., ADAC 17, No. 4, 897--926 (2023; Zbl 07773157) Full Text: DOI
Shang, Han Lin Sieve bootstrapping the memory parameter in long-range dependent stationary functional time series. (English) Zbl 07765566 AStA, Adv. Stat. Anal. 107, No. 3, 421-441 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{H. L. Shang}, AStA, Adv. Stat. Anal. 107, No. 3, 421--441 (2023; Zbl 07765566) Full Text: DOI OA License
Ojeda Ramírez, Mario Miguel; Cruz López, Cecilia; Gallardo del Ángel, Roberto Multivariate conjoint data analysis: two applications. (Análisis conjunto de datos multivariantes: dos aplicaciones.) (Spanish. English summary) Zbl 07762718 Rev. Invest. Oper. 44, No. 1, 96-104 (2023). MSC: 62H30 PDF BibTeX XML Cite \textit{M. M. Ojeda Ramírez} et al., Rev. Invest. Oper. 44, No. 1, 96--104 (2023; Zbl 07762718) Full Text: Link
Zahariah, Siti; Midi, Habshah Minimum regularized covariance determinant and principal component analysis-based method for the identification of high leverage points in high dimensional sparse data. (English) Zbl 07761985 J. Appl. Stat. 50, No. 13, 2817-2835 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Zahariah} and \textit{H. Midi}, J. Appl. Stat. 50, No. 13, 2817--2835 (2023; Zbl 07761985) Full Text: DOI
Ghosal, Rahul; Maity, Arnab Variable selection in nonlinear function-on-scalar regression. (English) Zbl 1522.62135 Biometrics 79, No. 1, 292-303 (2023). MSC: 62P10 PDF BibTeX XML Cite \textit{R. Ghosal} and \textit{A. Maity}, Biometrics 79, No. 1, 292--303 (2023; Zbl 1522.62135) Full Text: DOI
Wang, Guangxing; Liu, Sisheng; Han, Fang; Di, Chong-Zhi Robust functional principal component analysis via a functional pairwise spatial sign operator. (English) Zbl 1522.62244 Biometrics 79, No. 2, 1239-1253 (2023). MSC: 62P10 PDF BibTeX XML Cite \textit{G. Wang} et al., Biometrics 79, No. 2, 1239--1253 (2023; Zbl 1522.62244) Full Text: DOI arXiv
Xu, Yuyang; Liu, Zhonghua; Yao, Jianfeng An eigenvalue ratio approach to inferring population structure from whole genome sequencing data. (English) Zbl 1522.62268 Biometrics 79, No. 2, 891-902 (2023). MSC: 62P10 PDF BibTeX XML Cite \textit{Y. Xu} et al., Biometrics 79, No. 2, 891--902 (2023; Zbl 1522.62268) Full Text: DOI arXiv
Zhang, Chenlin; Lin, Huazhen; Liu, Li; Liu, Jin; Li, Yi Functional data analysis with covariate-dependent mean and covariance structures. (English) Zbl 1522.62284 Biometrics 79, No. 3, 2232-2245 (2023). MSC: 62P10 PDF BibTeX XML Cite \textit{C. Zhang} et al., Biometrics 79, No. 3, 2232--2245 (2023; Zbl 1522.62284) Full Text: DOI
Afshari, Robab; Ahmadi Nadi, Adel An optimal construction of yield-based EWMA repetitive multivariate sampling plan. (English) Zbl 07753677 Commun. Stat., Theory Methods 52, No. 22, 7819-7839 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Afshari} and \textit{A. Ahmadi Nadi}, Commun. Stat., Theory Methods 52, No. 22, 7819--7839 (2023; Zbl 07753677) Full Text: DOI
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
Zeng, Shuxi; Lange, Elizabeth C.; Archie, Elizabeth A.; Campos, Fernando A.; Alberts, Susan C.; Li, Fan A causal mediation model for longitudinal mediators and survival outcomes with an application to animal behavior. (English) Zbl 07749305 J. Agric. Biol. Environ. Stat. 28, No. 2, 197-218 (2023). MSC: 62P12 PDF BibTeX XML Cite \textit{S. Zeng} et al., J. Agric. Biol. Environ. Stat. 28, No. 2, 197--218 (2023; Zbl 07749305) Full Text: DOI arXiv
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
Huang, Pengfei; Ge, Hanbin; Chen, Zhiyi Rapid seismic damage evaluation of subway stations using machine learning techniques. (English) Zbl 07747953 Int. J. Comput. Methods 20, No. 7, Article ID 2143017, 28 p. (2023). MSC: 68-XX 92-XX PDF BibTeX XML Cite \textit{P. Huang} et al., Int. J. Comput. Methods 20, No. 7, Article ID 2143017, 28 p. (2023; Zbl 07747953) Full Text: DOI
Cui, Erjia; Li, Ruonan; Crainiceanu, Ciprian M.; Xiao, Luo Fast multilevel functional principal component analysis. (English) Zbl 07747444 J. Comput. Graph. Stat. 32, No. 2, 366-377 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{E. Cui} et al., J. Comput. Graph. Stat. 32, No. 2, 366--377 (2023; Zbl 07747444) Full Text: DOI
Du, Xiuli; Jiang, Xiaohu; Lin, Jinguan Multinomial logistic factor regression for multi-source functional block-wise missing data. (English) Zbl 1522.62303 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 1522.62303) Full Text: DOI
Silva, Miguel E. P.; Gaunt, Robert E.; Ospina-Forero, Luis; Jay, Caroline; House, Thomas Comparing directed networks via denoising graphlet distributions. (English) Zbl 07744125 J. Complex Netw. 11, No. 2, Article ID cnad006, 36 p. (2023). MSC: 68-XX 93-XX PDF BibTeX XML Cite \textit{M. E. P. Silva} et al., J. Complex Netw. 11, No. 2, Article ID cnad006, 36 p. (2023; Zbl 07744125) Full Text: DOI
Ghali, Ahmed; Chouraqui, Samira; Khaldi, Amine; Kafi, Med Redouane Few-shot learning CNN optimized using combined 2D-DWT injection and evolutionary optimization algorithms for Human face recognition. (English) Zbl 07741314 Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 6, Article ID 2350024, 22 p. (2023). MSC: 68Txx 68T10 68T45 PDF BibTeX XML Cite \textit{A. Ghali} et al., Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 6, Article ID 2350024, 22 p. (2023; Zbl 07741314) Full Text: DOI
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 1522.92093 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 1522.92093) 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
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
Qi, Haobo; Cao, Jingxuan; Chen, Shichong; Zhou, Jing Compressing recurrent neural network models through principal component analysis. (English) Zbl 07738982 Stat. Interface 16, No. 3, 397-407 (2023). MSC: 62-XX 68T50 68U15 68W25 PDF BibTeX XML Cite \textit{H. Qi} et al., Stat. Interface 16, No. 3, 397--407 (2023; Zbl 07738982) Full Text: DOI
Sekularac, Nikola; Fang, XiaoHang; Bushe, W. Kendal; Davy, Martin H. Conditional space evaluation of progress variable definitions for Cambridge/Sandia swirl flames. (English) Zbl 07734822 Combust. Theory Model. 27, No. 6, 736-767 (2023). MSC: 80Axx 76-XX PDF BibTeX XML Cite \textit{N. Sekularac} et al., Combust. Theory Model. 27, No. 6, 736--767 (2023; Zbl 07734822) Full Text: DOI
Lin, Chuyuan; Yu, Ying; Wu, Lucas Y.; Cao, Jiguo Unsupervised learning on U.S. weather forecast performance. (English) Zbl 07734156 Comput. Stat. 38, No. 3, 1193-1213 (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{C. Lin} et al., Comput. Stat. 38, No. 3, 1193--1213 (2023; Zbl 07734156) Full Text: DOI
Seeger, Alberto; Sossa, David Cone-constrained singular value problems. (English) Zbl 07733458 J. Convex Anal. 30, No. 4, 1285-1306 (2023). Reviewer: Ctirad Matonoha (Praha) MSC: 15A18 15A42 52A40 90C26 90C33 PDF BibTeX XML Cite \textit{A. Seeger} and \textit{D. Sossa}, J. Convex Anal. 30, No. 4, 1285--1306 (2023; Zbl 07733458) Full Text: Link
Haberstich, Cécile; Nouy, A.; Perrin, G. Active learning of tree tensor networks using optimal least squares. (English) Zbl 07733139 SIAM/ASA J. Uncertain. Quantif. 11, 848-876 (2023). MSC: 68Txx 65-XX PDF BibTeX XML Cite \textit{C. Haberstich} et al., SIAM/ASA J. Uncertain. Quantif. 11, 848--876 (2023; Zbl 07733139) Full Text: DOI arXiv
Bing, Xin; Wegkamp, Marten Optimal discriminant analysis in high-dimensional latent factor models. (English) Zbl 07732746 Ann. Stat. 51, No. 3, 1232-1257 (2023). MSC: 62H12 62J07 PDF BibTeX XML Cite \textit{X. Bing} and \textit{M. Wegkamp}, Ann. Stat. 51, No. 3, 1232--1257 (2023; Zbl 07732746) Full Text: DOI arXiv Link
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
Jiang, Hansi; Chaudhuri, Arin A new method to improve the efficiency and accuracy of incremental singular value decomposition. (English) Zbl 07726910 Electron. J. Linear Algebra 39, 355-378 (2023). MSC: 65F15 15A18 15A23 68W27 PDF BibTeX XML Cite \textit{H. Jiang} and \textit{A. Chaudhuri}, Electron. J. Linear Algebra 39, 355--378 (2023; Zbl 07726910) Full Text: DOI Link
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
Elayouty, A.; Abou-Ali, H. Functional data analysis of the relationship between electricity consumption and climate change drivers. (English) Zbl 07720132 J. Appl. Stat. 50, No. 10, 2267-2285 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Elayouty} and \textit{H. Abou-Ali}, J. Appl. Stat. 50, No. 10, 2267--2285 (2023; Zbl 07720132) 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
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
Reiss, Markus; Winkelmann, Lars Inference on the maximal rank of time-varying covariance matrices using high-frequency data. (English) Zbl 07714181 Ann. Stat. 51, No. 2, 791-815 (2023). MSC: 62G10 60B20 62M07 62P05 PDF BibTeX XML Cite \textit{M. Reiss} and \textit{L. Winkelmann}, Ann. Stat. 51, No. 2, 791--815 (2023; Zbl 07714181) 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
Park, Jae-Sam Gradient descent batch clustering for image classification. (English) Zbl 07713927 Image Anal. Stereol. 42, No. 2, 133-144 (2023). MSC: 68U10 68Txx 94A08 PDF BibTeX XML Cite \textit{J.-S. Park}, Image Anal. Stereol. 42, No. 2, 133--144 (2023; Zbl 07713927) Full Text: DOI
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
Park, Yeonjoo; Kim, Hyunsung; Lim, Yaeji Functional principal component analysis for partially observed elliptical process. (English) Zbl 07711781 Comput. Stat. Data Anal. 184, Article ID 107745, 19 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{Y. Park} et al., Comput. Stat. Data Anal. 184, Article ID 107745, 19 p. (2023; Zbl 07711781) Full Text: DOI
Miura, Keiji; Yoshida, Ruriko Plücker coordinates of the best-fit Stiefel tropical linear space to a mixture of Gaussian distributions. (English) Zbl 07711388 Inf. Geom. 6, No. 1, 171-201 (2023). MSC: 14Txx 91Axx 91Bxx PDF BibTeX XML Cite \textit{K. Miura} and \textit{R. Yoshida}, Inf. Geom. 6, No. 1, 171--201 (2023; Zbl 07711388) Full Text: DOI arXiv
MacNab, Ying C. On coregionalized multivariate Gaussian Markov random fields: construction, parameterization, and Bayesian estimation and inference. (English) Zbl 1516.62080 Test 32, No. 1, 263-293 (2023). MSC: 62M40 62F15 62F30 62H10 62H11 62P10 PDF BibTeX XML Cite \textit{Y. C. MacNab}, Test 32, No. 1, 263--293 (2023; Zbl 1516.62080) Full Text: DOI
Hu, Yuping; Wang, Yilun; Zhang, Liying; Xue, Liugen Statistical inference of varying-coefficient partial functional spatial autoregressive model. (English) Zbl 07710576 Commun. Stat., Theory Methods 52, No. 14, 4960-4980 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{Y. Hu} et al., Commun. Stat., Theory Methods 52, No. 14, 4960--4980 (2023; Zbl 07710576) 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
Zeng, Yicheng; Zhu, Lixing Order determination for spiked-type models with a divergent number of spikes. (English) Zbl 07710195 Comput. Stat. Data Anal. 182, Article ID 107704, 15 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{Y. Zeng} and \textit{L. Zhu}, Comput. Stat. Data Anal. 182, Article ID 107704, 15 p. (2023; Zbl 07710195) Full Text: DOI
Ma, Xuan; Zhao, Jianhua; Wang, Yue; Shang, Changchun; Jiang, Fen Robust factored principal component analysis for matrix-valued outlier accommodation and detection. (English) Zbl 07708465 Comput. Stat. Data Anal. 179, Article ID 107657, 19 p. (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{X. Ma} et al., Comput. Stat. Data Anal. 179, Article ID 107657, 19 p. (2023; Zbl 07708465) Full Text: DOI arXiv
Kong, Xin-Bing; Lin, Jin-Guan; Liu, Cheng; Liu, Guang-Ying Discrepancy between global and local principal component analysis on large-panel high-frequency data. (English) Zbl 07707244 J. Am. Stat. Assoc. 118, No. 542, 1333-1344 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{X.-B. Kong} et al., J. Am. Stat. Assoc. 118, No. 542, 1333--1344 (2023; Zbl 07707244) Full Text: DOI
Pan, Yinghao; Laber, Eric B.; Smith, Maureen A.; Zhao, Ying-Qi Reinforced risk prediction with budget constraint using irregularly measured data from electronic health records. (English) Zbl 07707225 J. Am. Stat. Assoc. 118, No. 542, 1090-1101 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Pan} et al., J. Am. Stat. Assoc. 118, No. 542, 1090--1101 (2023; Zbl 07707225) 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
He, Yong; Kong, Xinbing; Trapani, Lorenzo; Yu, Long One-way or two-way factor model for matrix sequences? (English) Zbl 07704523 J. Econom. 235, No. 2, 1981-2004 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{Y. He} et al., J. Econom. 235, No. 2, 1981--2004 (2023; Zbl 07704523) Full Text: DOI arXiv
Ma, Chenchen; Tu, Yundong Shrinkage estimation of multiple threshold factor models. (English) Zbl 07704518 J. Econom. 235, No. 2, 1876-1892 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{C. Ma} and \textit{Y. Tu}, J. Econom. 235, No. 2, 1876--1892 (2023; Zbl 07704518) Full Text: DOI
Yu, Guihai; Wan, Yibo; Jiang, Caoqing Complex network analysis on provincial innovation development in China. (English) Zbl 07704195 Appl. Math. Comput. 455, Article ID 128103, 16 p. (2023). MSC: 91Dxx PDF BibTeX XML Cite \textit{G. Yu} et al., Appl. Math. Comput. 455, Article ID 128103, 16 p. (2023; Zbl 07704195) 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
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
Kuroda, Masahiro; Mori, Yuichi; Iizuka, Masaya Speeding up the convergence of the alternating least squares algorithm using vector \(\varepsilon\) acceleration and restarting for nonlinear principal component analysis. (English) Zbl 07696208 Comput. Stat. 38, No. 1, 243-262 (2023). MSC: 62-08 PDF BibTeX XML Cite \textit{M. Kuroda} et al., Comput. Stat. 38, No. 1, 243--262 (2023; Zbl 07696208) Full Text: DOI
Albino, Anton Simen; Bloot, Rodrigo; Gomes, Raphael F. I. Variable ansatz applied to spectral operator decomposition in a physical superconducting quantum device. (English) Zbl 07695216 Quantum Inf. Process. 22, No. 6, Paper No. 233, 27 p. (2023). MSC: 81P68 PDF BibTeX XML Cite \textit{A. S. Albino} et al., Quantum Inf. Process. 22, No. 6, Paper No. 233, 27 p. (2023; Zbl 07695216) Full Text: DOI
Rohrbeck, Christian; Cooley, Daniel Simulating flood event sets using extremal principal components. (English) Zbl 07692385 Ann. Appl. Stat. 17, No. 2, 1333-1352 (2023). MSC: 62Pxx PDF BibTeX XML Cite \textit{C. Rohrbeck} and \textit{D. Cooley}, Ann. Appl. Stat. 17, No. 2, 1333--1352 (2023; Zbl 07692385) Full Text: DOI arXiv
Zhou, Hang; Yao, Fang; Zhang, Huiming Functional linear regression for discretely observed data: from ideal to reality. (English) Zbl 07689562 Biometrika 110, No. 2, 381-393 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Zhou} et al., Biometrika 110, No. 2, 381--393 (2023; Zbl 07689562) Full Text: DOI
Qiu, Yixuan; Lei, Jing; Roeder, Kathryn Gradient-based sparse principal component analysis with extensions to online learning. (English) Zbl 07689560 Biometrika 110, No. 2, 339-360 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Qiu} et al., Biometrika 110, No. 2, 339--360 (2023; Zbl 07689560) 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
Luo, Li; Cai, Xiao-Chuan \(\mathrm{PIN}^{\mathcal{L}}\): preconditioned inexact Newton with learning capability for nonlinear system of equations. (English) Zbl 07682232 SIAM J. Sci. Comput. 45, No. 2, A849-A871 (2023). MSC: 76D05 65Y05 65M55 PDF BibTeX XML Cite \textit{L. Luo} and \textit{X.-C. Cai}, SIAM J. Sci. Comput. 45, No. 2, A849--A871 (2023; Zbl 07682232) Full Text: DOI
Cahill, Jameson; Mixon, Dustin G.; Parshall, Hans Lie PCA: density estimation for symmetric manifolds. (English) Zbl 07681448 Appl. Comput. Harmon. Anal. 65, 279-295 (2023). MSC: 62-XX 68-XX PDF BibTeX XML Cite \textit{J. Cahill} et al., Appl. Comput. Harmon. Anal. 65, 279--295 (2023; Zbl 07681448) 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
Deng, Wei Q.; Craiu, Radu V. Exploring dimension learning via a penalized probabilistic principal component analysis. (English) Zbl 07677416 J. Stat. Comput. Simulation 93, No. 2, 266-297 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{W. Q. Deng} and \textit{R. V. Craiu}, J. Stat. Comput. Simulation 93, No. 2, 266--297 (2023; Zbl 07677416) Full Text: DOI arXiv
Li, Degui; Robinson, Peter M.; Shang, Han Lin Nonstationary fractionally integrated functional time series. (English) Zbl 07666828 Bernoulli 29, No. 2, 1505-1526 (2023). MSC: 62Mxx 62Gxx 62Hxx PDF BibTeX XML Cite \textit{D. Li} et al., Bernoulli 29, No. 2, 1505--1526 (2023; Zbl 07666828) Full Text: DOI Link
Guo, Xiao; Chen, Yu; Tang, Cheng Yong Information criteria for latent factor models: a study on factor pervasiveness and adaptivity. (English) Zbl 07659419 J. Econom. 233, No. 1, 237-250 (2023). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{X. Guo} et al., J. Econom. 233, No. 1, 237--250 (2023; Zbl 07659419) Full Text: DOI
Del Pia, Alberto Sparse PCA on fixed-rank matrices. (English) Zbl 1512.90157 Math. Program. 198, No. 1 (A), 139-157 (2023). MSC: 90C20 90C26 90C60 68Q25 PDF BibTeX XML Cite \textit{A. Del Pia}, Math. Program. 198, No. 1 (A), 139--157 (2023; Zbl 1512.90157) 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
Aizenbud, Yariv; Sober, Barak Approximating the span of principal components via iterative least-squares. (English) Zbl 07639168 Appl. Comput. Harmon. Anal. 63, 84-92 (2023). MSC: 62-XX 65-XX PDF BibTeX XML Cite \textit{Y. Aizenbud} and \textit{B. Sober}, Appl. Comput. Harmon. Anal. 63, 84--92 (2023; Zbl 07639168) Full Text: DOI arXiv
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
Guo, Shaojun; Qiao, Xinghao On consistency and sparsity for high-dimensional functional time series with application to autoregressions. (English) Zbl 07634399 Bernoulli 29, No. 1, 451-472 (2023). MSC: 62Gxx 62Mxx 62Hxx PDF BibTeX XML Cite \textit{S. Guo} and \textit{X. Qiao}, Bernoulli 29, No. 1, 451--472 (2023; Zbl 07634399) Full Text: DOI arXiv Link
Dong, Jianghu (James); Shi, Haolun; Wang, Liangliang; Zhang, Ying; Cao, Jiguo Jointly modelling multiple transplant outcomes by a competing risk model via functional principal component analysis. (English) Zbl 07634373 J. Appl. Stat. 50, No. 1, 43-59 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Dong} et al., J. Appl. Stat. 50, No. 1, 43--59 (2023; Zbl 07634373) Full Text: DOI
Favereau, Marcel; Lorca, Álvaro; Negrete-Pincetic, Matías Multistage adaptive robust optimization for the hydrothermal scheduling problem. (English) Zbl 1520.90102 Comput. Oper. Res. 150, Article ID 106051, 17 p. (2023). MSC: 90B35 90C15 90C17 PDF BibTeX XML Cite \textit{M. Favereau} et al., Comput. Oper. Res. 150, Article ID 106051, 17 p. (2023; Zbl 1520.90102) 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
Tang, Qingguo; Tu, Wei; Kong, Linglong Estimation for partial functional partially linear additive model. (English) Zbl 07602499 Comput. Stat. Data Anal. 177, Article ID 107584, 15 p. (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{Q. Tang} et al., Comput. Stat. Data Anal. 177, Article ID 107584, 15 p. (2023; Zbl 07602499) Full Text: DOI
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
Wang, Yi; Franzon, Paul Solving the inverse problem through optimization – applications to analog/RF IC design. (English) Zbl 07733189 Koziel, Slawomir (ed.) et al., Surrogate modeling for high-frequency design. Recent advances. Singapore: World Scientific. 325-360 (2022). MSC: 78A40 78A50 78A55 78M32 62F15 PDF BibTeX XML Cite \textit{Y. Wang} and \textit{P. Franzon}, in: Surrogate modeling for high-frequency design. Recent advances. Singapore: World Scientific. 325--360 (2022; Zbl 07733189) 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
Chen, Xi; Lee, Jason D.; Li, He; Yang, Yun Distributed estimation for principal component analysis: an enlarged eigenspace analysis. (English) Zbl 1514.68244 J. Am. Stat. Assoc. 117, No. 540, 1775-1786 (2022). MSC: 68T05 62H12 62H25 68T09 68W15 PDF BibTeX XML Cite \textit{X. Chen} et al., J. Am. Stat. Assoc. 117, No. 540, 1775--1786 (2022; Zbl 1514.68244) Full Text: DOI arXiv
Estavoyer, Maxime; François, Olivier Theoretical analysis of principal components in an umbrella model of intraspecific evolution. (English) Zbl 07702571 Theor. Popul. Biol. 148, 11-21 (2022). MSC: 92-XX PDF BibTeX XML Cite \textit{M. Estavoyer} and \textit{O. François}, Theor. Popul. Biol. 148, 11--21 (2022; Zbl 07702571) Full Text: DOI
Zhu, Ziwei; Wang, Tengyao; Samworth, Richard J. High-dimensional principal component analysis with heterogeneous missingness. (English) Zbl 07686605 J. R. Stat. Soc., Ser. B, Stat. Methodol. 84, No. 5, 2000-2031 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Zhu} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 84, No. 5, 2000--2031 (2022; Zbl 07686605) Full Text: DOI arXiv
Han, Xuanli; Peng, Jigen; Cui, Angang; Zhao, Fujun; Li, Kexue A general null space property for sparse principal component analysis. (English) Zbl 1510.62265 Circuits Syst. Signal Process. 41, No. 8, 4570-4580 (2022). MSC: 62H25 90C20 62J07 94A12 PDF BibTeX XML Cite \textit{X. Han} et al., Circuits Syst. Signal Process. 41, No. 8, 4570--4580 (2022; Zbl 1510.62265) Full Text: DOI
Gao, Zhaoxing; Tsay, Ruey S. Modeling high-dimensional time series: a factor model with dynamically dependent factors and diverging eigenvalues. (English) Zbl 1506.62365 J. Am. Stat. Assoc. 117, No. 539, 1398-1414 (2022). MSC: 62M10 62-08 62H25 PDF BibTeX XML Cite \textit{Z. Gao} and \textit{R. S. Tsay}, J. Am. Stat. Assoc. 117, No. 539, 1398--1414 (2022; Zbl 1506.62365) Full Text: DOI arXiv
Lin, Zhenhua; Wang, Jane-Ling Mean and covariance estimation for functional snippets. (English) Zbl 1506.62545 J. Am. Stat. Assoc. 117, No. 537, 348-360 (2022). MSC: 62R10 62H20 62H25 PDF BibTeX XML Cite \textit{Z. Lin} and \textit{J.-L. Wang}, J. Am. Stat. Assoc. 117, No. 537, 348--360 (2022; Zbl 1506.62545) Full Text: DOI arXiv
Gao, Yuan; Liu, Weidong; Wang, Hansheng; Wang, Xiaozhou; Yan, Yibo; Zhang, Riquan A review of distributed statistical inference. (English) Zbl 07660291 Stat. Theory Relat. Fields 6, No. 2, 89-99 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Gao} et al., Stat. Theory Relat. Fields 6, No. 2, 89--99 (2022; Zbl 07660291) Full Text: DOI
Alkan, Bilal Barış; Ünaldi, Işıl Robust sparse principal component analysis: situation of full sparseness. (English) Zbl 07659631 J. Appl. Math. Stat. Inform. 18, No. 1, 5-20 (2022). MSC: 62Hxx 62-07 PDF BibTeX XML Cite \textit{B. B. Alkan} and \textit{I. Ünaldi}, J. Appl. Math. Stat. Inform. 18, No. 1, 5--20 (2022; Zbl 07659631) Full Text: DOI
Che, Maolin; Wang, Xuezhong; Wei, Yimin; Zhao, Xile Fast randomized tensor singular value thresholding for low-rank tensor optimization. (English) Zbl 07655838 Numer. Linear Algebra Appl. 29, No. 6, e2444, 21 p. (2022). MSC: 65F55 15A69 PDF BibTeX XML Cite \textit{M. Che} et al., Numer. Linear Algebra Appl. 29, No. 6, e2444, 21 p. (2022; Zbl 07655838) Full Text: DOI
Zhu, Hanbing; Zhang, Riquan; Liu, Yanghui; Ding, Hui Robust estimation for a general functional single index model via quantile regression. (English) Zbl 07643154 J. Korean Stat. Soc. 51, No. 4, 1041-1070 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Zhu} et al., J. Korean Stat. Soc. 51, No. 4, 1041--1070 (2022; Zbl 07643154) Full Text: DOI
Mokriš, Marinela The independent component analysis with the linear regression – predicting the energy costs of the public sector buildings in Croatia. (English) Zbl 07638567 Croat. Oper. Res. Rev. (CRORR) 13, No. 2, 173-185 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Mokriš}, Croat. Oper. Res. Rev. (CRORR) 13, No. 2, 173--185 (2022; Zbl 07638567) Full Text: DOI
Yuan, Dongbang; Gaynanova, Irina Double-matched matrix decomposition for multi-view data. (English) Zbl 07633307 J. Comput. Graph. Stat. 31, No. 4, 1114-1126 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{D. Yuan} and \textit{I. Gaynanova}, J. Comput. Graph. Stat. 31, No. 4, 1114--1126 (2022; Zbl 07633307) Full Text: DOI arXiv
de Silva, Galappaththige S. R.; Rathnayake, Lasitha N.; Choudhary, Pankaj K. Modeling and analysis of functional method comparison data. (English) Zbl 07632268 Commun. Stat., Simulation Comput. 51, No. 12, 7298-7318 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{G. S. R. de Silva} et al., Commun. Stat., Simulation Comput. 51, No. 12, 7298--7318 (2022; Zbl 07632268) Full Text: DOI
Moneta, Alessio; Pallante, Gianluca Identification of structural VAR models via independent component analysis: a performance evaluation study. (English) Zbl 1514.62327 J. Econ. Dyn. Control 144, Article ID 104530, 20 p. (2022). MSC: 62P20 62M10 62H25 PDF BibTeX XML Cite \textit{A. Moneta} and \textit{G. Pallante}, J. Econ. Dyn. Control 144, Article ID 104530, 20 p. (2022; Zbl 1514.62327) Full Text: DOI
Duda, Jarosław; Gurgul, Henryk; Syrek, Robert Multi-feature evaluation of financial contagion. (English) Zbl 07630650 CEJOR, Cent. Eur. J. Oper. Res. 30, No. 4, 1167-1194 (2022). MSC: 90Bxx PDF BibTeX XML Cite \textit{J. Duda} et al., CEJOR, Cent. Eur. J. Oper. Res. 30, No. 4, 1167--1194 (2022; Zbl 07630650) Full Text: DOI
Sriperumbudur, Bharath K.; Sterge, Nicholas Approximate kernel PCA: computational versus statistical trade-off. (English) Zbl 07628838 Ann. Stat. 50, No. 5, 2713-2736 (2022). MSC: 62G05 62H25 PDF BibTeX XML Cite \textit{B. K. Sriperumbudur} and \textit{N. Sterge}, Ann. Stat. 50, No. 5, 2713--2736 (2022; Zbl 07628838) Full Text: DOI arXiv
Nejadseyfi, O.; Geijselaers, H. J. M.; Atzema, E. H.; Abspoel, M.; van den Boogaard, A. H. Accounting for non-normal distribution of input variables and their correlations in robust optimization. (English) Zbl 1508.90045 Optim. Eng. 23, No. 4, 1803-1829 (2022). MSC: 90C17 PDF BibTeX XML Cite \textit{O. Nejadseyfi} et al., Optim. Eng. 23, No. 4, 1803--1829 (2022; Zbl 1508.90045) Full Text: DOI
Xiao, Juxia; Yu, Ping; Song, Xinyuan; Zhang, Zhongzhan Statistical inference in the partial functional linear expectile regression model. (English) Zbl 1503.62045 Sci. China, Math. 65, No. 12, 2601-2630 (2022). MSC: 62G08 62G10 62J05 62H25 62R10 62G20 PDF BibTeX XML Cite \textit{J. Xiao} et al., Sci. China, Math. 65, No. 12, 2601--2630 (2022; Zbl 1503.62045) Full Text: DOI
Pegoraro, Matteo; Beraha, Mario Projected statistical methods for distributional data on the real line with the Wasserstein metric. (English) Zbl 07625190 J. Mach. Learn. Res. 23, Paper No. 37, 59 p. (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{M. Pegoraro} and \textit{M. Beraha}, J. Mach. Learn. Res. 23, Paper No. 37, 59 p. (2022; Zbl 07625190) Full Text: arXiv Link
Chen, Guang Yi; Krzyzak, Adam; Qian, Shen-En Hyperspectral imagery classification with minimum noise fraction, 2D spatial filtering and SVM. (English) Zbl 1504.94010 Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 6, Article ID 2250025, 13 p. (2022). MSC: 94A08 62H25 65T50 PDF BibTeX XML Cite \textit{G. Y. Chen} et al., Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 6, Article ID 2250025, 13 p. (2022; Zbl 1504.94010) Full Text: DOI