Chakrabarti, Deepayan Robust linear classification from limited training data. (English) Zbl 07570138 Mach. Learn. 111, No. 5, 1621-1649 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{D. Chakrabarti}, Mach. Learn. 111, No. 5, 1621--1649 (2022; Zbl 07570138) Full Text: DOI OpenURL
Bodelet, Julien; La Vecchia, Davide Robust sieve M-estimation with an application to dimensionality reduction. (English) Zbl 07567706 Electron. J. Stat. 16, No. 2, 3996-4030 (2022). MSC: 62G05 62F35 62H25 PDF BibTeX XML Cite \textit{J. Bodelet} and \textit{D. La Vecchia}, Electron. J. Stat. 16, No. 2, 3996--4030 (2022; Zbl 07567706) Full Text: DOI Link OpenURL
Hörmann, Siegfried; Kokoszka, Piotr; Kuenzer, Thomas Testing normality of spatially indexed functional data. (English. English, French summaries) Zbl 07566547 Can. J. Stat. 50, No. 1, 304-326 (2022). MSC: 62R10 62M30 PDF BibTeX XML Cite \textit{S. Hörmann} et al., Can. J. Stat. 50, No. 1, 304--326 (2022; Zbl 07566547) Full Text: DOI OpenURL
Sözen, Çağlar; Öner, Yüksel The investigation of temperature data in Turkey’s black sea region using functional data analysis. (English) Zbl 07563004 J. Appl. Stat. 49, No. 9, 2403-2415 (2022). MSC: 62Pxx 62H25 62H99 62P12 62-07 PDF BibTeX XML Cite \textit{Ç. Sözen} and \textit{Y. Öner}, J. Appl. Stat. 49, No. 9, 2403--2415 (2022; Zbl 07563004) Full Text: DOI OpenURL
Wahl, Martin Lower bounds for invariant statistical models with applications to principal component analysis. (English) Zbl 07561794 Ann. Inst. Henri Poincaré, Probab. Stat. 58, No. 3, 1565-1589 (2022). MSC: 62B10 62H25 PDF BibTeX XML Cite \textit{M. Wahl}, Ann. Inst. Henri Poincaré, Probab. Stat. 58, No. 3, 1565--1589 (2022; Zbl 07561794) Full Text: DOI OpenURL
Li, Xiao-ling; Li, Yuan; Pan, Jia-zhu; Zhang, Xing-fa A factor-GARCH model for high dimensional volatilities. (English) Zbl 07557672 Acta Math. Appl. Sin., Engl. Ser. 38, No. 3, 635-663 (2022). MSC: 62M10 62H12 62H25 62F12 62P05 PDF BibTeX XML Cite \textit{X.-l. Li} et al., Acta Math. Appl. Sin., Engl. Ser. 38, No. 3, 635--663 (2022; Zbl 07557672) Full Text: DOI OpenURL
Wang, Guan-peng; Cui, Heng-jian Variance variation criterion and consistency in estimating the number of significant signals of high-dimensional PCA. (English) Zbl 07557663 Acta Math. Appl. Sin., Engl. Ser. 38, No. 3, 513-531 (2022). MSC: 62H12 62H25 PDF BibTeX XML Cite \textit{G.-p. Wang} and \textit{H.-j. Cui}, Acta Math. Appl. Sin., Engl. Ser. 38, No. 3, 513--531 (2022; Zbl 07557663) Full Text: DOI OpenURL
Dovonon, Prosper; Taamouti, Abderrahim; Williams, Julian Testing the eigenvalue structure of spot and integrated covariance. (English) Zbl 07557270 J. Econom. 229, No. 2, 363-395 (2022). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{P. Dovonon} et al., J. Econom. 229, No. 2, 363--395 (2022; Zbl 07557270) Full Text: DOI OpenURL
Crump, Richard K.; Gospodinov, Nikolay On the factor structure of bond returns. (English) Zbl 07554966 Econometrica 90, No. 1, 295-314 (2022). MSC: 91G30 62P05 PDF BibTeX XML Cite \textit{R. K. Crump} and \textit{N. Gospodinov}, Econometrica 90, No. 1, 295--314 (2022; Zbl 07554966) Full Text: DOI OpenURL
Liu, Yang; Wang, Weimeng Semiparametric factor analysis for item-level response time data. (English) Zbl 07554425 Psychometrika 87, No. 2, 666-692 (2022). MSC: 62P15 62H25 PDF BibTeX XML Cite \textit{Y. Liu} and \textit{W. Wang}, Psychometrika 87, No. 2, 666--692 (2022; Zbl 07554425) Full Text: DOI OpenURL
Lafit, Ginette; Meers, Kristof; Ceulemans, Eva A systematic study into the factors that affect the predictive accuracy of multilevel VAR(1) models. (English) Zbl 07554418 Psychometrika 87, No. 2, 432-476 (2022). MSC: 62P15 62H25 62M10 PDF BibTeX XML Cite \textit{G. Lafit} et al., Psychometrika 87, No. 2, 432--476 (2022; Zbl 07554418) Full Text: DOI OpenURL
Iodice D’Enza, A.; Markos, A.; Palumbo, F. Chunk-wise regularised PCA-based imputation of missing data. (English) Zbl 07554036 Stat. Methods Appl. 31, No. 2, 365-386 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Iodice D'Enza} et al., Stat. Methods Appl. 31, No. 2, 365--386 (2022; Zbl 07554036) Full Text: DOI OpenURL
Li, Kangqiang; Bao, Han; Zhang, Lixin Robust covariance estimation for distributed principal component analysis. (English) Zbl 07550853 Metrika 85, No. 6, 707-732 (2022). MSC: 62H25 62H12 62J10 62G32 62G35 PDF BibTeX XML Cite \textit{K. Li} et al., Metrika 85, No. 6, 707--732 (2022; Zbl 07550853) Full Text: DOI OpenURL
Huang, Jia; Liu, Hu-Chen; Duan, Chun-Yan; Song, Ming-Shun An improved reliability model for FMEA using probabilistic linguistic term sets and TODIM method. (English) Zbl 07550812 Ann. Oper. Res. 312, No. 1, 235-258 (2022). MSC: 90B25 62H25 91B06 PDF BibTeX XML Cite \textit{J. Huang} et al., Ann. Oper. Res. 312, No. 1, 235--258 (2022; Zbl 07550812) Full Text: DOI OpenURL
Bolla, Marianna; Winstein, Vilas; You, Tao; Seidl, Frank; Abdelkhalek, Fatma Regularity-based spectral clustering and mapping the Fiedler-carpet. (English) Zbl 07547781 Spec. Matrices 10, 394-416 (2022). MSC: 05C50 62H25 65H10 PDF BibTeX XML Cite \textit{M. Bolla} et al., Spec. Matrices 10, 394--416 (2022; Zbl 07547781) Full Text: DOI OpenURL
Doğan, İlkay A simulation study comparing model fit measures of structural equation modeling with multivariate contaminated normal distribution. (English) Zbl 07545878 Commun. Stat., Simulation Comput. 51, No. 5, 2526-2536 (2022). MSC: 62D05 62E10 62H25 62J10 PDF BibTeX XML Cite \textit{İ. Doğan}, Commun. Stat., Simulation Comput. 51, No. 5, 2526--2536 (2022; Zbl 07545878) Full Text: DOI OpenURL
Beyaztas, Ufuk; Shang, Han Lin Function-on-function linear quantile regression. (English) Zbl 07545157 Math. Model. Anal. 27, No. 2, 322-341 (2022). MSC: 62G08 62J05 62H25 62R10 PDF BibTeX XML Cite \textit{U. Beyaztas} and \textit{H. L. Shang}, Math. Model. Anal. 27, No. 2, 322--341 (2022; Zbl 07545157) Full Text: DOI OpenURL
Majumdar, Subhabrata; Chatterjee, Snigdhansu On weighted multivariate sign functions. (English) Zbl 07543000 J. Multivariate Anal. 191, Article ID 105013, 19 p. (2022). MSC: 62H10 62H25 PDF BibTeX XML Cite \textit{S. Majumdar} and \textit{S. Chatterjee}, J. Multivariate Anal. 191, Article ID 105013, 19 p. (2022; Zbl 07543000) Full Text: DOI OpenURL
Ul Hassan, Mahmood; Miller, Frank Discrimination with unidimensional and multidimensional item response theory models for educational data. (English) Zbl 07540822 Commun. Stat., Simulation Comput. 51, No. 6, 2992-3012 (2022). MSC: 62P15 62H15 62H25 PDF BibTeX XML Cite \textit{M. Ul Hassan} and \textit{F. Miller}, Commun. Stat., Simulation Comput. 51, No. 6, 2992--3012 (2022; Zbl 07540822) Full Text: DOI OpenURL
Corona, Francisco; Muriel, Nelson; González-Farías, Graciela Dynamic factor structure of team performances in Liga MX. (English) Zbl 07540766 J. Appl. Stat. 49, No. 7, 1900-1912 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{F. Corona} et al., J. Appl. Stat. 49, No. 7, 1900--1912 (2022; Zbl 07540766) Full Text: DOI OpenURL
He, Mingxing; Chen, Jiahua Strong consistency of the MLE under two-parameter Gamma mixture models with a structural scale parameter. (English) Zbl 07538946 Adv. Data Anal. Classif., ADAC 16, No. 1, 125-154 (2022). MSC: 62H30 62H25 PDF BibTeX XML Cite \textit{M. He} and \textit{J. Chen}, Adv. Data Anal. Classif., ADAC 16, No. 1, 125--154 (2022; Zbl 07538946) Full Text: DOI OpenURL
Liu, Yan; Bai, Zhidong; Li, Hua; Hu, Jiang; Lv, Zhihui; Zheng, Shurong RDS free CLT for spiked eigenvalues of high-dimensional covariance matrices. (English) Zbl 1487.62066 Stat. Probab. Lett. 187, Article ID 109501, 7 p. (2022). MSC: 62H25 60B20 62E20 15A18 PDF BibTeX XML Cite \textit{Y. Liu} et al., Stat. Probab. Lett. 187, Article ID 109501, 7 p. (2022; Zbl 1487.62066) Full Text: DOI OpenURL
Leeb, William Optimal singular value shrinkage for operator norm loss: extending to non-square matrices. (English) Zbl 07535872 Stat. Probab. Lett. 186, Article ID 109472, 7 p. (2022). MSC: 62H25 15B52 62J07 62H12 94A12 PDF BibTeX XML Cite \textit{W. Leeb}, Stat. Probab. Lett. 186, Article ID 109472, 7 p. (2022; Zbl 07535872) Full Text: DOI OpenURL
Cavicchia, Carlo; Vichi, Maurizio Second-order disjoint factor analysis. (English) Zbl 1486.62302 Psychometrika 87, No. 1, 289-309 (2022). MSC: 62P15 62H25 PDF BibTeX XML Cite \textit{C. Cavicchia} and \textit{M. Vichi}, Psychometrika 87, No. 1, 289--309 (2022; Zbl 1486.62302) Full Text: DOI OpenURL
Li, Yuanbo; Ng, Chi Tim; Yau, Chun Yip GARCH-type factor model. (English) Zbl 07530684 J. Multivariate Anal. 190, Article ID 105001, 17 p. (2022). MSC: 62H25 62M10 PDF BibTeX XML Cite \textit{Y. Li} et al., J. Multivariate Anal. 190, Article ID 105001, 17 p. (2022; Zbl 07530684) Full Text: DOI OpenURL
Ekvall, Karl Oskar Targeted principal components regression. (English) Zbl 07530681 J. Multivariate Anal. 190, Article ID 104995, 18 p. (2022). MSC: 62H12 62F12 PDF BibTeX XML Cite \textit{K. O. Ekvall}, J. Multivariate Anal. 190, Article ID 104995, 18 p. (2022; Zbl 07530681) Full Text: DOI OpenURL
Sembach, Lena Book review of: D. Calvetti and E. Somersalo, Mathematics of data science. A computational approach to clustering and classification. (English) Zbl 07525539 SIAM Rev. 64, No. 2, 503-513 (2022). MSC: 00A17 68-01 15-01 15A23 62H25 62H30 68T05 68T09 PDF BibTeX XML Cite \textit{L. Sembach}, SIAM Rev. 64, No. 2, 503--513 (2022; Zbl 07525539) Full Text: DOI OpenURL
Alquier, Pierre; Marie, Nicolas; Rosier, Amélie Tight risk bound for high dimensional time series completion. (English) Zbl 07524990 Electron. J. Stat. 16, No. 1, 3001-3035 (2022). MSC: 62M20 62H12 37A25 62H25 62M10 60B20 PDF BibTeX XML Cite \textit{P. Alquier} et al., Electron. J. Stat. 16, No. 1, 3001--3035 (2022; Zbl 07524990) Full Text: DOI Link OpenURL
He, Shiyuan; Yan, Xiaomeng Functional principal subspace sampling for large scale functional data analysis. (English) Zbl 07524982 Electron. J. Stat. 16, No. 1, 2621-2682 (2022). MSC: 62R10 62H25 62D99 PDF BibTeX XML Cite \textit{S. He} and \textit{X. Yan}, Electron. J. Stat. 16, No. 1, 2621--2682 (2022; Zbl 07524982) Full Text: DOI Link OpenURL
Zhang, Jiuchen; Yuan, Yubai; Qu, Annie Tensor factorization recommender systems with dependency. (English) Zbl 07524972 Electron. J. Stat. 16, No. 1, 2175-2205 (2022). MSC: 62H25 62G05 62P20 PDF BibTeX XML Cite \textit{J. Zhang} et al., Electron. J. Stat. 16, No. 1, 2175--2205 (2022; Zbl 07524972) Full Text: DOI Link OpenURL
Pircalabelu, Eugen; Artemiou, Andreas High-dimensional sufficient dimension reduction through principal projections. (English) Zbl 07524963 Electron. J. Stat. 16, No. 1, 1804-1830 (2022). MSC: 62H12 62H25 62J02 62H15 PDF BibTeX XML Cite \textit{E. Pircalabelu} and \textit{A. Artemiou}, Electron. J. Stat. 16, No. 1, 1804--1830 (2022; Zbl 07524963) Full Text: DOI Link OpenURL
Han, Yuefeng; Chen, Rong; Zhang, Cun-Hui Rank determination in tensor factor model. (English) Zbl 07524962 Electron. J. Stat. 16, No. 1, 1726-1803 (2022). MSC: 62H25 62H12 62F07 PDF BibTeX XML Cite \textit{Y. Han} et al., Electron. J. Stat. 16, No. 1, 1726--1803 (2022; Zbl 07524962) Full Text: DOI Link OpenURL
Bingham, N. H. Prediction theory for stationary functional time series. (English) Zbl 07523687 Probab. Surv. 19, 160-184 (2022). MSC: 60G25 62M20 60-02 62-02 PDF BibTeX XML Cite \textit{N. H. Bingham}, Probab. Surv. 19, 160--184 (2022; Zbl 07523687) Full Text: DOI Link OpenURL
Xia, Dong; Zhang, Anru R.; Zhou, Yuchen Inference for low-rank tensors – no need to debias. (English) Zbl 1486.62165 Ann. Stat. 50, No. 2, 1220-1245 (2022). MSC: 62H12 15A69 62E20 62H25 PDF BibTeX XML Cite \textit{D. Xia} et al., Ann. Stat. 50, No. 2, 1220--1245 (2022; Zbl 1486.62165) Full Text: DOI OpenURL
Bao, Zhigang; Ding, Xiucai; Wang, Jingming; Wang, Ke Statistical inference for principal components of spiked covariance matrices. (English) Zbl 1486.62180 Ann. Stat. 50, No. 2, 1144-1169 (2022). MSC: 62H25 60B20 15A18 15B52 62H15 PDF BibTeX XML Cite \textit{Z. Bao} et al., Ann. Stat. 50, No. 2, 1144--1169 (2022; Zbl 1486.62180) Full Text: DOI OpenURL
Tian, Jian-xue; Zhang, Jue Breast cancer diagnosis using feature extraction and boosted C5.0 decision tree algorithm with penalty factor. (English) Zbl 07513256 Math. Biosci. Eng. 19, No. 3, 2193-2205 (2022). MSC: 92C50 62P10 62H25 PDF BibTeX XML Cite \textit{J.-x. Tian} and \textit{J. Zhang}, Math. Biosci. Eng. 19, No. 3, 2193--2205 (2022; Zbl 07513256) Full Text: DOI OpenURL
Pelofske, Elijah; Hahn, Georg; O’Malley, Daniel; Djidjev, Hristo N.; Alexandrov, Boian S. Boolean hierarchical Tucker networks on quantum annealers. (English) Zbl 07511654 Lirkov, Ivan (ed.) et al., Large-scale scientific computing. 13th international conference, LSSC 2021, Sozopol, Bulgaria, June 7–11, 2021. Revised selected papers. Cham: Springer. Lect. Notes Comput. Sci. 13127, 351-358 (2022). MSC: 65F99 15A69 62H25 PDF BibTeX XML Cite \textit{E. Pelofske} et al., Lect. Notes Comput. Sci. 13127, 351--358 (2022; Zbl 07511654) Full Text: DOI OpenURL
Pascual, Hector; Yee, Xin C. Least squares regression principal component analysis: a supervised dimensionality reduction method. (English) Zbl 07511592 Numer. Linear Algebra Appl. 29, No. 1, e2411, 16 p. (2022). MSC: 62H25 PDF BibTeX XML Cite \textit{H. Pascual} and \textit{X. C. Yee}, Numer. Linear Algebra Appl. 29, No. 1, e2411, 16 p. (2022; Zbl 07511592) Full Text: DOI OpenURL
Huang, Wen; Wei, Ke An extension of fast iterative shrinkage-thresholding algorithm to Riemannian optimization for sparse principal component analysis. (English) Zbl 07511590 Numer. Linear Algebra Appl. 29, No. 1, e2409, 20 p. (2022). MSC: 62H25 65K05 PDF BibTeX XML Cite \textit{W. Huang} and \textit{K. Wei}, Numer. Linear Algebra Appl. 29, No. 1, e2409, 20 p. (2022; Zbl 07511590) Full Text: DOI OpenURL
Guan, Tianyu; Lin, Zhenhua; Groves, Kevin; Cao, Jiguo Sparse functional partial least squares regression with a locally sparse slope function. (English) Zbl 1484.62003 Stat. Comput. 32, No. 2, Paper No. 30, 11 p. (2022). MSC: 62-08 62H25 62J05 62R10 PDF BibTeX XML Cite \textit{T. Guan} et al., Stat. Comput. 32, No. 2, Paper No. 30, 11 p. (2022; Zbl 1484.62003) Full Text: DOI OpenURL
Papastamoulis, Panagiotis; Ntzoufras, Ioannis On the identifiability of Bayesian factor analytic models. (English) Zbl 1484.62008 Stat. Comput. 32, No. 2, Paper No. 23, 29 p. (2022). MSC: 62-08 62F15 62H25 PDF BibTeX XML Cite \textit{P. Papastamoulis} and \textit{I. Ntzoufras}, Stat. Comput. 32, No. 2, Paper No. 23, 29 p. (2022; Zbl 1484.62008) Full Text: DOI OpenURL
Greco, Luca Robust fitting of mixtures of GLMs by weighted likelihood. (English) Zbl 1484.62097 AStA, Adv. Stat. Anal. 106, No. 1, 25-48 (2022). MSC: 62J12 62F35 62G35 62H25 62H30 PDF BibTeX XML Cite \textit{L. Greco}, AStA, Adv. Stat. Anal. 106, No. 1, 25--48 (2022; Zbl 1484.62097) Full Text: DOI OpenURL
Hu, Wenyu; Lu, Yao; Ren, Jin A fixed-point proximity algorithm for recovering low-rank components from incomplete observation data with application to motion capture data refinement. (English) Zbl 1487.65044 J. Comput. Appl. Math. 410, Article ID 114224, 23 p. (2022). MSC: 65F22 65F55 62H25 PDF BibTeX XML Cite \textit{W. Hu} et al., J. Comput. Appl. Math. 410, Article ID 114224, 23 p. (2022; Zbl 1487.65044) Full Text: DOI OpenURL
Arroyo, Jesús; Levina, Elizaveta Overlapping community detection in networks via sparse spectral decomposition. (English) Zbl 07502894 Sankhyā, Ser. A 84, No. 1, 1-35 (2022). MSC: 62H22 62H25 62H30 91C20 68T10 PDF BibTeX XML Cite \textit{J. Arroyo} and \textit{E. Levina}, Sankhyā, Ser. A 84, No. 1, 1--35 (2022; Zbl 07502894) Full Text: DOI OpenURL
Silin, Igor; Fan, Jianqing Canonical thresholding for nonsparse high-dimensional linear regression. (English) Zbl 1486.62207 Ann. Stat. 50, No. 1, 460-486 (2022). MSC: 62J05 62H12 62H25 PDF BibTeX XML Cite \textit{I. Silin} and \textit{J. Fan}, Ann. Stat. 50, No. 1, 460--486 (2022; Zbl 1486.62207) Full Text: DOI OpenURL
Gao, Chao; Ma, Zongming Testing equivalence of clustering. (English) Zbl 1486.62184 Ann. Stat. 50, No. 1, 407-429 (2022). MSC: 62H30 62C20 62G10 62H25 PDF BibTeX XML Cite \textit{C. Gao} and \textit{Z. Ma}, Ann. Stat. 50, No. 1, 407--429 (2022; Zbl 1486.62184) Full Text: DOI OpenURL
Fan, Zhou Approximate message passing algorithms for rotationally invariant matrices. (English) Zbl 1486.94026 Ann. Stat. 50, No. 1, 197-224 (2022). MSC: 94A12 05C90 60B20 62J07 62H12 62H25 PDF BibTeX XML Cite \textit{Z. Fan}, Ann. Stat. 50, No. 1, 197--224 (2022; Zbl 1486.94026) Full Text: DOI OpenURL
Zhang, Anru R.; Cai, T. Tony; Wu, Yihong Heteroskedastic PCA: algorithm, optimality, and applications. (English) Zbl 1486.62183 Ann. Stat. 50, No. 1, 53-80 (2022). MSC: 62H25 62H12 62C20 PDF BibTeX XML Cite \textit{A. R. Zhang} et al., Ann. Stat. 50, No. 1, 53--80 (2022; Zbl 1486.62183) Full Text: DOI OpenURL
Han, Rungang; Willett, Rebecca; Zhang, Anru R. An optimal statistical and computational framework for generalized tensor estimation. (English) Zbl 1486.62161 Ann. Stat. 50, No. 1, 1-29 (2022). MSC: 62H12 15A69 62H25 62C20 90C26 PDF BibTeX XML Cite \textit{R. Han} et al., Ann. Stat. 50, No. 1, 1--29 (2022; Zbl 1486.62161) Full Text: DOI OpenURL
Huang, Ningyuan; Hogg, David W.; Villar, Soledad Dimensionality reduction, regularization, and generalization in overparameterized regressions. (English) Zbl 07493840 SIAM J. Math. Data Sci. 4, No. 1, 126-152 (2022). MSC: 62H25 62J05 62H12 68T05 62H30 PDF BibTeX XML Cite \textit{N. Huang} et al., SIAM J. Math. Data Sci. 4, No. 1, 126--152 (2022; Zbl 07493840) Full Text: DOI arXiv OpenURL
Cataño, Duván Humberto; Rodríguez-Caballero, C. Vladimir; Peña, Daniel; Chiann, Chang Wavelet estimation for factor models with time-varying loadings. (English) Zbl 1482.62115 Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 1, Article ID 2150033, 27 p. (2022). MSC: 62P12 91B84 62H25 65T60 PDF BibTeX XML Cite \textit{D. H. Cataño} et al., Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 1, Article ID 2150033, 27 p. (2022; Zbl 1482.62115) Full Text: DOI arXiv OpenURL
Dai, Xiongtao; Müller, Hans-Georg; Tao, Wenwen Correction to: “Derivative principal components for representing the time dynamics of longitudinal and functional data”. (English) Zbl 1481.62031 Stat. Sin. 32, No. 1, 179-180 (2022). MSC: 62H25 62G05 62G20 62R10 PDF BibTeX XML Cite \textit{X. Dai} et al., Stat. Sin. 32, No. 1, 179--180 (2022; Zbl 1481.62031) Full Text: DOI OpenURL
Jiang, Jiakun; Lin, Huazhen; Zhong, Qingzhi; Li, Yi Analysis of multivariate non-Gaussian functional data: a semiparametric latent process approach. (English) Zbl 07482256 J. Multivariate Anal. 189, Article ID 104888, 18 p. (2022). MSC: 62H25 62G05 62G20 PDF BibTeX XML Cite \textit{J. Jiang} et al., J. Multivariate Anal. 189, Article ID 104888, 18 p. (2022; Zbl 07482256) Full Text: DOI OpenURL
Hörmann, Siegfried; Jammoul, Fatima Consistently recovering the signal from noisy functional data. (English) Zbl 07482254 J. Multivariate Anal. 189, Article ID 104886, 18 p. (2022). MSC: 62Hxx 62R10 62H25 PDF BibTeX XML Cite \textit{S. Hörmann} and \textit{F. Jammoul}, J. Multivariate Anal. 189, Article ID 104886, 18 p. (2022; Zbl 07482254) Full Text: DOI arXiv OpenURL
Boudou, Alain; Viguier-Pla, Sylvie Principal components analysis and cyclostationarity. (English) Zbl 07482244 J. Multivariate Anal. 189, Article ID 104875, 17 p. (2022). MSC: 62Hxx 60G57 60G10 60B15 60H05 PDF BibTeX XML Cite \textit{A. Boudou} and \textit{S. Viguier-Pla}, J. Multivariate Anal. 189, Article ID 104875, 17 p. (2022; Zbl 07482244) Full Text: DOI OpenURL
Zhong, Rou; Liu, Shishi; Li, Haocheng; Zhang, Jingxiao Robust functional principal component analysis for non-Gaussian longitudinal data. (English) Zbl 07482235 J. Multivariate Anal. 189, Article ID 104864, 14 p. (2022). MSC: 62H25 62R10 PDF BibTeX XML Cite \textit{R. Zhong} et al., J. Multivariate Anal. 189, Article ID 104864, 14 p. (2022; Zbl 07482235) Full Text: DOI arXiv OpenURL
Hertrich, Johannes; Nguyen, Dang-Phuong-Lan; Aujol, Jean-Francois; Bernard, Dominique; Berthoumieu, Yannick; Saadaldin, Abdellatif; Steidl, Gabriele PCA reduced Gaussian mixture models with applications in superresolution. (English) Zbl 07481239 Inverse Probl. Imaging 16, No. 2, 341-366 (2022). MSC: 62H12 62H25 62H35 65K05 PDF BibTeX XML Cite \textit{J. Hertrich} et al., Inverse Probl. Imaging 16, No. 2, 341--366 (2022; Zbl 07481239) Full Text: DOI arXiv OpenURL
Seeve, Teemu; Vilkkumaa, Eeva Identifying and visualizing a diverse set of plausible scenarios for strategic planning. (English) Zbl 07478840 Eur. J. Oper. Res. 298, No. 2, 596-610 (2022). MSC: 90B50 91B06 90C27 62H25 PDF BibTeX XML Cite \textit{T. Seeve} and \textit{E. Vilkkumaa}, Eur. J. Oper. Res. 298, No. 2, 596--610 (2022; Zbl 07478840) Full Text: DOI OpenURL
Golovkine, Steven; Klutchnikoff, Nicolas; Patilea, Valentin Clustering multivariate functional data using unsupervised binary trees. (English) Zbl 07476361 Comput. Stat. Data Anal. 168, Article ID 107376, 18 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Golovkine} et al., Comput. Stat. Data Anal. 168, Article ID 107376, 18 p. (2022; Zbl 07476361) Full Text: DOI arXiv OpenURL
Lassance, Nathan; DeMiguel, Victor; Vrins, Frédéric Optimal portfolio diversification via independent component analysis. (English) Zbl 1484.91431 Oper. Res. 70, No. 1, 55-72 (2022). MSC: 91G10 62P05 62H25 PDF BibTeX XML Cite \textit{N. Lassance} et al., Oper. Res. 70, No. 1, 55--72 (2022; Zbl 1484.91431) Full Text: DOI OpenURL
Lindholm, Andreas; Wahlström, Niklas; Lindsten, Fredrik; Schön, Thomas B. Machine learning. A first course for engineers and scientists. (English) Zbl 1487.68002 Cambridge: Cambridge University Press (ISBN 978-1-108-84360-7/hbk; 978-1-108-91937-1/ebook). xii, 338 p. (2022). MSC: 68-01 62-01 62H25 62J05 62J12 68T05 68T07 PDF BibTeX XML Cite \textit{A. Lindholm} et al., Machine learning. A first course for engineers and scientists. Cambridge: Cambridge University Press (2022; Zbl 1487.68002) Full Text: DOI OpenURL
Xu, Jianjun; Cui, Wenquan A new RKHS-based global testing for functional linear model. (English) Zbl 1478.62097 Stat. Probab. Lett. 182, Article ID 109277, 12 p. (2022). MSC: 62G08 62J05 62H25 62G20 62R10 PDF BibTeX XML Cite \textit{J. Xu} and \textit{W. Cui}, Stat. Probab. Lett. 182, Article ID 109277, 12 p. (2022; Zbl 1478.62097) Full Text: DOI arXiv OpenURL
Wang, Na; Wu, Ke 3D fermion representation of affine Yangian. (English) Zbl 1483.81174 Nucl. Phys., B 974, Article ID 115642, 28 p. (2022). MSC: 81V74 81V73 62H25 20G43 PDF BibTeX XML Cite \textit{N. Wang} and \textit{K. Wu}, Nucl. Phys., B 974, Article ID 115642, 28 p. (2022; Zbl 1483.81174) Full Text: DOI OpenURL
Mardia, Kanti V.; Wiechers, Henrik; Eltzner, Benjamin; Huckemann, Stephan F. Principal component analysis and clustering on manifolds. (English) Zbl 07451367 J. Multivariate Anal. 188, Article ID 104862, 21 p. (2022). Reviewer: Joseph Melamed (Los Angeles) MSC: 62R30 62H25 62H30 62H11 62H15 62P10 PDF BibTeX XML Cite \textit{K. V. Mardia} et al., J. Multivariate Anal. 188, Article ID 104862, 21 p. (2022; Zbl 07451367) Full Text: DOI OpenURL
Ishii, Aki; Yata, Kazuyoshi; Aoshima, Makoto Geometric classifiers for high-dimensional noisy data. (English) Zbl 07451359 J. Multivariate Anal. 188, Article ID 104850, 15 p. (2022). MSC: 62H30 62H25 PDF BibTeX XML Cite \textit{A. Ishii} et al., J. Multivariate Anal. 188, Article ID 104850, 15 p. (2022; Zbl 07451359) Full Text: DOI OpenURL
Nordhausen, Klaus; Ruiz-Gazen, Anne On the usage of joint diagonalization in multivariate statistics. (English) Zbl 07451355 J. Multivariate Anal. 188, Article ID 104844, 17 p. (2022). MSC: 62H12 62H25 62H30 62H99 62M10 62M40 PDF BibTeX XML Cite \textit{K. Nordhausen} and \textit{A. Ruiz-Gazen}, J. Multivariate Anal. 188, Article ID 104844, 17 p. (2022; Zbl 07451355) Full Text: DOI OpenURL
Jolliffe, Ian A 50-year personal journey through time with principal component analysis. (English) Zbl 07451345 J. Multivariate Anal. 188, Article ID 104820, 7 p. (2022). MSC: 62H25 62H99 PDF BibTeX XML Cite \textit{I. Jolliffe}, J. Multivariate Anal. 188, Article ID 104820, 7 p. (2022; Zbl 07451345) Full Text: DOI OpenURL
Farebrother, Richard W. Notes on the prehistory of principal components analysis. (English) Zbl 07451342 J. Multivariate Anal. 188, Article ID 104814, 9 p. (2022). MSC: 62H25 01A55 01A60 62-07 62P20 PDF BibTeX XML Cite \textit{R. W. Farebrother}, J. Multivariate Anal. 188, Article ID 104814, 9 p. (2022; Zbl 07451342) Full Text: DOI OpenURL
Cook, R. Dennis A slice of multivariate dimension reduction. (English) Zbl 07451340 J. Multivariate Anal. 188, Article ID 104812, 17 p. (2022). MSC: 62H25 62A01 PDF BibTeX XML Cite \textit{R. D. Cook}, J. Multivariate Anal. 188, Article ID 104812, 17 p. (2022; Zbl 07451340) Full Text: DOI OpenURL
Li, Yehua; Qiu, Yumou; Xu, Yuhang From multivariate to functional data analysis: fundamentals, recent developments, and emerging areas. (English) Zbl 07451337 J. Multivariate Anal. 188, Article ID 104806, 15 p. (2022). MSC: 62R10 62H25 PDF BibTeX XML Cite \textit{Y. Li} et al., J. Multivariate Anal. 188, Article ID 104806, 15 p. (2022; Zbl 07451337) Full Text: DOI OpenURL
Xu, Wenchao; Lin, Hongmei; Zhang, Riquan; Liang, Hua Two-sample functional linear models with functional responses. (English) Zbl 1480.62261 J. Stat. Plann. Inference 218, 85-105 (2022). MSC: 62R10 62J05 62G08 62H25 PDF BibTeX XML Cite \textit{W. Xu} et al., J. Stat. Plann. Inference 218, 85--105 (2022; Zbl 1480.62261) Full Text: DOI OpenURL
Liu, Xialu; Zhang, Ting Estimating change-point latent factor models for high-dimensional time series. (English) Zbl 1478.62260 J. Stat. Plann. Inference 217, 69-91 (2022). MSC: 62M10 62H25 PDF BibTeX XML Cite \textit{X. Liu} and \textit{T. Zhang}, J. Stat. Plann. Inference 217, 69--91 (2022; Zbl 1478.62260) Full Text: DOI OpenURL
Kang, Kai; Song, Xinyuan Consistent estimation of a joint model for multivariate longitudinal and survival data with latent variables. (English) Zbl 1480.62117 J. Multivariate Anal. 187, Article ID 104827, 11 p. (2022). MSC: 62H25 62H12 62F12 62N05 62P10 PDF BibTeX XML Cite \textit{K. Kang} and \textit{X. Song}, J. Multivariate Anal. 187, Article ID 104827, 11 p. (2022; Zbl 1480.62117) Full Text: DOI OpenURL
Düker, Marie-Christine; Pipiras, Vladas; Sundararajan, Raanju Cotrending: testing for common deterministic trends in varying means model. (English) Zbl 1480.62107 J. Multivariate Anal. 187, Article ID 104825, 21 p. (2022). MSC: 62H15 62G10 62E20 62H25 62M10 PDF BibTeX XML Cite \textit{M.-C. Düker} et al., J. Multivariate Anal. 187, Article ID 104825, 21 p. (2022; Zbl 1480.62107) Full Text: DOI OpenURL
Marron, J. S.; Dryden, Ian L. Object oriented data analysis. (English) Zbl 1476.62008 Monographs on Statistics and Applied Probability 169. Boca Raton, FL: CRC Press (ISBN 978-0-8153-9282-8/hbk; 978-1-351-18967-5/ebook). xii, 425 p. (2022). MSC: 62-02 62R07 62H11 62H25 62R30 62R40 PDF BibTeX XML Cite \textit{J. S. Marron} and \textit{I. L. Dryden}, Object oriented data analysis. Boca Raton, FL: CRC Press (2022; Zbl 1476.62008) Full Text: DOI OpenURL
Tay, Jingyi K.; Friedman, Jerome; Tibshirani, Robert Principal component-guided sparse regression. (English. English, French summaries) Zbl 07566524 Can. J. Stat. 49, No. 4, 1222-1257 (2021). MSC: 62J07 PDF BibTeX XML Cite \textit{J. K. Tay} et al., Can. J. Stat. 49, No. 4, 1222--1257 (2021; Zbl 07566524) Full Text: DOI OpenURL
Park, Heewon; Yamaguchi, Rui; Imoto, Seiya; Miyano, Satoru Automatic sparse principal component analysis. (English. English, French summaries) Zbl 07566499 Can. J. Stat. 49, No. 3, 678-697 (2021). MSC: 62H25 65F50 PDF BibTeX XML Cite \textit{H. Park} et al., Can. J. Stat. 49, No. 3, 678--697 (2021; Zbl 07566499) Full Text: DOI OpenURL
Zhang, Tao; Huo, Haifeng; Wan, Yanling Functional polynomial multiple-index model. (English) Zbl 07553320 Commun. Stat., Simulation Comput. 50, No. 12, 3958-3971 (2021). MSC: 62J99 62E20 PDF BibTeX XML Cite \textit{T. Zhang} et al., Commun. Stat., Simulation Comput. 50, No. 12, 3958--3971 (2021; Zbl 07553320) Full Text: DOI OpenURL
Ahsan, Muhammad; Mashuri, Muhammad; Kuswanto, Heri; Prastyo, Dedy Dwi; Khusna, Hidayatul Outlier detection using PCA mix based \(T^2\) control chart for continuous and categorical data. (English) Zbl 07545620 Commun. Stat., Simulation Comput. 50, No. 5, 1496-1523 (2021). MSC: 62P30 62G07 62H25 PDF BibTeX XML Cite \textit{M. Ahsan} et al., Commun. Stat., Simulation Comput. 50, No. 5, 1496--1523 (2021; Zbl 07545620) Full Text: DOI OpenURL
Sun, Yuqin; Jiang, Hong; Tian, Yongge A prediction analysis in a constrained multivariate general linear model with future observations. (English) Zbl 07532125 Commun. Stat., Theory Methods 50, No. 2, 345-357 (2021). MSC: 15A09 62H12 62H25 62J05 62-XX PDF BibTeX XML Cite \textit{Y. Sun} et al., Commun. Stat., Theory Methods 50, No. 2, 345--357 (2021; Zbl 07532125) Full Text: DOI OpenURL
Cao, Peng; Sun, Jun Robust estimation for partial functional linear regression models based on FPCA and weighted composite quantile regression. (English) Zbl 1485.62086 Open Math. 19, 1493-1509 (2021). MSC: 62J05 62H25 62M10 PDF BibTeX XML Cite \textit{P. Cao} and \textit{J. Sun}, Open Math. 19, 1493--1509 (2021; Zbl 1485.62086) Full Text: DOI OpenURL
Cao, Ruiyuan; Xie, Tianfa; Yu, Ping Rank method for partial functional linear regression models. (English) Zbl 1484.62091 J. Korean Stat. Soc. 50, No. 2, 354-379 (2021). MSC: 62J05 62M10 62H25 62R10 PDF BibTeX XML Cite \textit{R. Cao} et al., J. Korean Stat. Soc. 50, No. 2, 354--379 (2021; Zbl 1484.62091) Full Text: DOI OpenURL
Yu, Ping; Du, Jiang; Zhang, Zhongzhan Testing linearity in partial functional linear quantile regression model based on regression rank scores. (English) Zbl 1484.62049 J. Korean Stat. Soc. 50, No. 1, 214-232 (2021). MSC: 62G08 62G20 62H25 62R10 PDF BibTeX XML Cite \textit{P. Yu} et al., J. Korean Stat. Soc. 50, No. 1, 214--232 (2021; Zbl 1484.62049) Full Text: DOI OpenURL
Richtárik, Peter; Jahani, Majid; Ahipaşaoğlu, Selin Damla; Takáč, Martin Alternating maximization: unifying framework for 8 sparse PCA formulations and efficient parallel codes. (English) Zbl 1484.62009 Optim. Eng. 22, No. 3, 1493-1519 (2021). MSC: 62-08 62H25 65Y05 68T05 90-04 PDF BibTeX XML Cite \textit{P. Richtárik} et al., Optim. Eng. 22, No. 3, 1493--1519 (2021; Zbl 1484.62009) Full Text: DOI OpenURL
Chen, Guang Yi; Krzyzak, Adam Noise reduction of shot-noise-dominated hyperspectral imagery by combining PCA with existing denoising methods. (English) Zbl 1482.65027 Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 6, Article ID 2150028, 20 p. (2021). MSC: 65D18 62H25 62H35 PDF BibTeX XML Cite \textit{G. Y. Chen} and \textit{A. Krzyzak}, Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 6, Article ID 2150028, 20 p. (2021; Zbl 1482.65027) Full Text: DOI OpenURL
Djogbenou, Antoine A. Model selection in factor-augmented regressions with estimated factors. (English) Zbl 07486128 Econom. Rev. 40, No. 5, 470-503 (2021). MSC: 62M20 62H25 62M10 62P20 PDF BibTeX XML Cite \textit{A. A. Djogbenou}, Econom. Rev. 40, No. 5, 470--503 (2021; Zbl 07486128) Full Text: DOI OpenURL
Yang, Cynthia Fan Common factors and spatial dependence: an application to US house prices. (English) Zbl 07484567 Econom. Rev. 40, No. 1, 14-50 (2021). MSC: 62P20 62M10 62M30 62H12 62H25 PDF BibTeX XML Cite \textit{C. F. Yang}, Econom. Rev. 40, No. 1, 14--50 (2021; Zbl 07484567) Full Text: DOI OpenURL
Petersen, Anne Helby; Markussen, Bo; Christensen, Karl Bang Exploratory data structure comparisons: three new visual tools based on principal component analysis. (English) Zbl 07482808 J. Appl. Stat. 48, No. 9, 1675-1695 (2021). MSC: 62P15 62H25 62Pxx PDF BibTeX XML Cite \textit{A. H. Petersen} et al., J. Appl. Stat. 48, No. 9, 1675--1695 (2021; Zbl 07482808) Full Text: DOI OpenURL
Chen, Mingjing; Tan, Xiangyong; Wu, Jian Time varying factor models with possibly strongly correlated noises. (English) Zbl 07482766 J. Appl. Stat. 48, No. 5, 887-906 (2021). MSC: 62Pxx PDF BibTeX XML Cite \textit{M. Chen} et al., J. Appl. Stat. 48, No. 5, 887--906 (2021; Zbl 07482766) Full Text: DOI OpenURL
Ogwang, Tomson; Cho, Danny I. Olympic rankings based on objective weighting schemes. (English) Zbl 07482740 J. Appl. Stat. 48, No. 3, 573-582 (2021). MSC: 62Pxx PDF BibTeX XML Cite \textit{T. Ogwang} and \textit{D. I. Cho}, J. Appl. Stat. 48, No. 3, 573--582 (2021; Zbl 07482740) Full Text: DOI OpenURL
Hamilton, Wesley; Marzuola, Jeremy L.; Wu, Hau-tieng On the behavior of 1-Laplacian ratio cuts on nearly rectangular domains. (English) Zbl 07478770 Inf. Inference 10, No. 4, 1563-1610 (2021). MSC: 62H25 68P05 PDF BibTeX XML Cite \textit{W. Hamilton} et al., Inf. Inference 10, No. 4, 1563--1610 (2021; Zbl 07478770) Full Text: DOI arXiv OpenURL
in ’t Hout, Karel J.; Snoeijer, Jacob Numerical valuation of Bermudan basket options via partial differential equations. (English) Zbl 1480.91316 Int. J. Comput. Math. 98, No. 4, 829-844 (2021). MSC: 91G60 65N06 62H25 65N12 91G20 PDF BibTeX XML Cite \textit{K. J. in 't Hout} and \textit{J. Snoeijer}, Int. J. Comput. Math. 98, No. 4, 829--844 (2021; Zbl 1480.91316) Full Text: DOI arXiv OpenURL
Hu, Jinxiang; Clark, Lauren; Shi, Peng; Staggs, Vincent S.; Daley, Christine; Gajewski, Byron Bayesian hierarchical factor analysis for eficient estimation across race/ethnicity. (English) Zbl 1480.62220 Rev. Colomb. Estad. 44, No. 2, 313-329 (2021). MSC: 62P10 62F15 62H25 PDF BibTeX XML Cite \textit{J. Hu} et al., Rev. Colomb. Estad. 44, No. 2, 313--329 (2021; Zbl 1480.62220) Full Text: DOI OpenURL
Rha, Hyungmin; Kao, Ming-Hung; Pan, Rong Bagging-enhanced sampling schedule for functional quadratic regression. (English) Zbl 1478.62154 J. Stat. Theory Pract. 15, No. 4, Paper No. 91, 19 p. (2021). MSC: 62H25 62G08 62H12 62R10 62P10 PDF BibTeX XML Cite \textit{H. Rha} et al., J. Stat. Theory Pract. 15, No. 4, Paper No. 91, 19 p. (2021; Zbl 1478.62154) Full Text: DOI OpenURL
Chang, Woonyoung; Ahn, Jeongyoun; Jung, Sungkyu Double data piling leads to perfect classification. (English) Zbl 07471531 Electron. J. Stat. 15, No. 2, 6382-6428 (2021). MSC: 62H25 62H30 62J07 PDF BibTeX XML Cite \textit{W. Chang} et al., Electron. J. Stat. 15, No. 2, 6382--6428 (2021; Zbl 07471531) Full Text: DOI Link OpenURL
Smith, Daniel M.; Walls, Theodore A. Pursuing collective synchrony in teams: a regime-switching dynamic factor model of speed similarity in soccer. (English) Zbl 1478.62364 Psychometrika 86, No. 4, 1016-1038 (2021). MSC: 62P15 62M10 62H25 PDF BibTeX XML Cite \textit{D. M. Smith} and \textit{T. A. Walls}, Psychometrika 86, No. 4, 1016--1038 (2021; Zbl 1478.62364) Full Text: DOI OpenURL
Guerra-Urzola, Rosember; Van Deun, Katrijn; Vera, Juan C.; Sijtsma, Klaas A guide for sparse PCA: model comparison and applications. (English) Zbl 1478.62362 Psychometrika 86, No. 4, 893-919 (2021). MSC: 62P15 62H25 PDF BibTeX XML Cite \textit{R. Guerra-Urzola} et al., Psychometrika 86, No. 4, 893--919 (2021; Zbl 1478.62362) Full Text: DOI OpenURL
Jing, Bing-Yi; Li, Ting; Lyu, Zhongyuan; Xia, Dong Community detection on mixture multilayer networks via regularized tensor decomposition. (English) Zbl 1486.62185 Ann. Stat. 49, No. 6, 3181-3205 (2021). MSC: 62H30 62H12 62H25 62F12 PDF BibTeX XML Cite \textit{B.-Y. Jing} et al., Ann. Stat. 49, No. 6, 3181--3205 (2021; Zbl 1486.62185) Full Text: DOI arXiv OpenURL
Leventeli, Yasemin; Yalcin, Fusun Data analysis of heavy metal content in riverwater: multivariate statistical analysis and inequality expressions. (English) Zbl 07464993 J. Inequal. Appl. 2021, Paper No. 14, 22 p. (2021). MSC: 62H10 62H25 62H30 62-07 60E15 62H11 PDF BibTeX XML Cite \textit{Y. Leventeli} and \textit{F. Yalcin}, J. Inequal. Appl. 2021, Paper No. 14, 22 p. (2021; Zbl 07464993) Full Text: DOI OpenURL
Huang, Chaofan; Ren, Yi; McGuinness, Emily K.; Losego, Mark D.; Lively, Ryan P.; Joseph, V. Roshan Bayesian optimization of functional output in inverse problems. (English) Zbl 1478.62227 Optim. Eng. 22, No. 4, 2553-2574 (2021). MSC: 62L05 49N45 62F15 62H25 62R10 65K05 PDF BibTeX XML Cite \textit{C. Huang} et al., Optim. Eng. 22, No. 4, 2553--2574 (2021; Zbl 1478.62227) Full Text: DOI OpenURL