Wang, Lu; Zhou, Ruichao; Wu, Jianhong Determining the number of breaks in large dimensional factor models with structural changes. (English) Zbl 07328749 Econ. Lett. 199, Article ID 109707, 4 p. (2021). MSC: 62G10 62L12 62H25 60J74 PDF BibTeX XML Cite \textit{L. Wang} et al., Econ. Lett. 199, Article ID 109707, 4 p. (2021; Zbl 07328749) Full Text: DOI
Koltchinskii, Vladimir Asymptotically efficient estimation of smooth functionals of covariance operators. (English) Zbl 07328124 J. Eur. Math. Soc. (JEMS) 23, No. 3, 765-843 (2021). MSC: 62H12 62H25 62G20 60B20 PDF BibTeX XML Cite \textit{V. Koltchinskii}, J. Eur. Math. Soc. (JEMS) 23, No. 3, 765--843 (2021; Zbl 07328124) Full Text: DOI
Fan, Jianqing; Ke, Yuan; Liao, Yuan Augmented factor models with applications to validating market risk factors and forecasting bond risk premia. (English) Zbl 07327195 J. Econom. 222, No. 1, 269-294 (2021). MSC: 62 91 PDF BibTeX XML Cite \textit{J. Fan} et al., J. Econom. 222, No. 1, 269--294 (2021; Zbl 07327195) Full Text: DOI
Jones, Ben; Artemiou, Andreas Revisiting the predictive power of kernel principal components. (English) Zbl 07325868 Stat. Probab. Lett. 171, Article ID 109019, 5 p. (2021). MSC: 62H25 62G08 PDF BibTeX XML Cite \textit{B. Jones} and \textit{A. Artemiou}, Stat. Probab. Lett. 171, Article ID 109019, 5 p. (2021; Zbl 07325868) Full Text: DOI
Lee, Seonjoo; Shen, Haipeng; Truong, Young Sampling properties of color independent component analysis. (English) Zbl 07321517 J. Multivariate Anal. 181, Article ID 104692, 12 p. (2021). MSC: 62H25 62M10 62M15 62F12 62F10 37M10 65T50 49M27 PDF BibTeX XML Cite \textit{S. Lee} et al., J. Multivariate Anal. 181, Article ID 104692, 12 p. (2021; Zbl 07321517) Full Text: DOI
Issoglio, Elena; Smith, Paul; Voss, Jochen On the estimation of entropy in the fastICA algorithm. (English) Zbl 07321514 J. Multivariate Anal. 181, Article ID 104689, 17 p. (2021). MSC: 62H25 62-08 PDF BibTeX XML Cite \textit{E. Issoglio} et al., J. Multivariate Anal. 181, Article ID 104689, 17 p. (2021; Zbl 07321514) Full Text: DOI
Song, Jun; Li, Bing Nonlinear and additive principal component analysis for functional data. (English) Zbl 07321508 J. Multivariate Anal. 181, Article ID 104675, 21 p. (2021). MSC: 62R10 62H25 62H12 62H35 62P10 46E22 PDF BibTeX XML Cite \textit{J. Song} and \textit{B. Li}, J. Multivariate Anal. 181, Article ID 104675, 21 p. (2021; Zbl 07321508) Full Text: DOI
Chen, Yuxin; Cheng, Chen; Fan, Jianqing Asymmetry helps: eigenvalue and eigenvector analyses of asymmetrically perturbed low-rank matrices. (English) Zbl 07319872 Ann. Stat. 49, No. 1, 435-458 (2021). MSC: 62H25 62H12 62M15 15A18 PDF BibTeX XML Cite \textit{Y. Chen} et al., Ann. Stat. 49, No. 1, 435--458 (2021; Zbl 07319872) Full Text: DOI Euclid
Bao, Zhigang; Ding, Xiucai; Wang, Ke Singular vector and singular subspace distribution for the matrix denoising model. (English) Zbl 07319869 Ann. Stat. 49, No. 1, 370-392 (2021). MSC: 60B20 15B52 62G10 62H10 15B52 62H25 PDF BibTeX XML Cite \textit{Z. Bao} et al., Ann. Stat. 49, No. 1, 370--392 (2021; Zbl 07319869) Full Text: DOI Euclid
Lin, Qian; Li, Xinran; Huang, Dongming; Liu, Jun S. On the optimality of sliced inverse regression in high dimensions. (English) Zbl 07319854 Ann. Stat. 49, No. 1, 1-20 (2021). MSC: 62J02 62H25 90C90 PDF BibTeX XML Cite \textit{Q. Lin} et al., Ann. Stat. 49, No. 1, 1--20 (2021; Zbl 07319854) Full Text: DOI Euclid
Ruiz-Castro, Juan E.; Acal, Christian; Aguilera, Ana M.; Aguilera-Morillo, M. Carmen; Roldán, Juan B. Linear-phase-type probability modelling of functional PCA with applications to resistive memories. (English) Zbl 07318345 Math. Comput. Simul. 186, 71-79 (2021). MSC: 62P 68M 62N PDF BibTeX XML Cite \textit{J. E. Ruiz-Castro} et al., Math. Comput. Simul. 186, 71--79 (2021; Zbl 07318345) Full Text: DOI
Li, Yuanhan; Keating, Jerome P.; Balakrishnan, Narayanaswamy PMC theorems on PCR-ridge class estimators. (English) Zbl 07303005 J. Stat. Theory Pract. 15, No. 1, Paper No. 17, 16 p. (2021). MSC: 62J07 62H25 62H12 60B10 PDF BibTeX XML Cite \textit{Y. Li} et al., J. Stat. Theory Pract. 15, No. 1, Paper No. 17, 16 p. (2021; Zbl 07303005) Full Text: DOI
Monnez, Jean-Marie; Skiredj, Abderrahman Widening the scope of an eigenvector stochastic approximation process and application to streaming PCA and related methods. (English) Zbl 07301921 J. Multivariate Anal. 182, Article ID 104694, 20 p. (2021). Reviewer: Pavel Stoynov (Sofia) MSC: 62L20 62H25 60L10 62R07 PDF BibTeX XML Cite \textit{J.-M. Monnez} and \textit{A. Skiredj}, J. Multivariate Anal. 182, Article ID 104694, 20 p. (2021; Zbl 07301921) Full Text: DOI
Li, Rui; Lu, Wenqi; Zhu, Zhongyi; Lian, Heng Optimal prediction of quantile functional linear regression in reproducing kernel Hilbert spaces. (English) Zbl 1455.62232 J. Stat. Plann. Inference 211, 162-170 (2021). MSC: 62R10 62G08 62J05 62M20 62H25 65C05 PDF BibTeX XML Cite \textit{R. Li} et al., J. Stat. Plann. Inference 211, 162--170 (2021; Zbl 1455.62232) Full Text: DOI
Yang, Ke; Wahab, Susan; Kolluri, Bharat; Wahab, Mahmoud A non-parametric examination of emerging equity markets financial integration. (English) Zbl 1451.91192 Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 4043-4074 (2021). MSC: 91G15 62P05 62G08 PDF BibTeX XML Cite \textit{K. Yang} et al., in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 4043--4074 (2021; Zbl 1451.91192) Full Text: DOI
Lee, Cheng Few Credit analysis, bond rating forecasting, and default probability estimation. (English) Zbl 1454.91328 Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 3. Hackensack, NJ: World Scientific. 2635-2671 (2021). MSC: 91G40 91G20 62P05 62H25 PDF BibTeX XML Cite \textit{C. F. Lee}, in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 3. Hackensack, NJ: World Scientific. 2635--2671 (2021; Zbl 1454.91328) Full Text: DOI
Lee, Cheng Few Discriminant analysis, factor analysis, and principal component analysis: theory, method, and applications. (English) Zbl 1454.91355 Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 3. Hackensack, NJ: World Scientific. 2599-2633 (2021). MSC: 91G50 62P05 62H25 PDF BibTeX XML Cite \textit{C. F. Lee}, in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 3. Hackensack, NJ: World Scientific. 2599--2633 (2021; Zbl 1454.91355) Full Text: DOI
Barth, James R.; Joo, Sunghoon; Kim, Hyeongwoo; Lee, Kang Bok; Maglic, Stevan; Shen, Xuan Forecasting net charge-off rates of banks: a PLS approach. (English) Zbl 1454.91336 Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 2. Hackensack, NJ: World Scientific. 2265-2301 (2021). MSC: 91G45 62P05 62H25 PDF BibTeX XML Cite \textit{J. R. Barth} et al., in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 2. Hackensack, NJ: World Scientific. 2265--2301 (2021; Zbl 1454.91336) Full Text: DOI
Juneja, Januj Dynamic term structure models using principal components analysis near the zero lower bound. (English) Zbl 1454.91316 Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 2. Hackensack, NJ: World Scientific. 2199-2250 (2021). MSC: 91G30 62P05 62H25 PDF BibTeX XML Cite \textit{J. Juneja}, in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 2. Hackensack, NJ: World Scientific. 2199--2250 (2021; Zbl 1454.91316) Full Text: DOI
Sijtsma, Klaas; van der Ark, L. Andries Measurement models for psychological attributes. (English) Zbl 1446.62005 Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences Series. Boca Raton, FL: CRC Press (ISBN 978-1-4398-8134-7/hbk; 978-0-367-42452-7/pbk; 978-0-429-11244-7/ebook). xx, 407 p. (2021). MSC: 62-02 62P15 62H25 91E45 PDF BibTeX XML Cite \textit{K. Sijtsma} and \textit{L. A. van der Ark}, Measurement models for psychological attributes. Boca Raton, FL: CRC Press (2021; Zbl 1446.62005)
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. (2021). 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 (2021; Zbl 06403069)
Peng, Chong; Chen, Yongyong; Kang, Zhao; Chen, Chenglizhao; Cheng, Qiang Robust principal component analysis: a factorization-based approach with linear complexity. (English) Zbl 07330115 Inf. Sci. 513, 581-599 (2020). MSC: 62H25 PDF BibTeX XML Cite \textit{C. Peng} et al., Inf. Sci. 513, 581--599 (2020; Zbl 07330115) Full Text: DOI
Jagannath, Aukosh; Lopatto, Patrick; Miolane, Léo Statistical thresholds for tensor PCA. (English) Zbl 07325629 Ann. Appl. Probab. 30, No. 4, 1910-1933 (2020). MSC: 62H25 62G10 62M40 PDF BibTeX XML Cite \textit{A. Jagannath} et al., Ann. Appl. Probab. 30, No. 4, 1910--1933 (2020; Zbl 07325629) Full Text: DOI Euclid
Matsuo, Yuji; Oyama, Tatsuo Forecasting daily electric load by applying artificial neural network with Fourier transformation and principal component analysis technique. (English) Zbl 07323797 J. Oper. Res. Soc. China 8, No. 4, 655-667 (2020). MSC: 62P20 62H25 68T05 PDF BibTeX XML Cite \textit{Y. Matsuo} and \textit{T. Oyama}, J. Oper. Res. Soc. China 8, No. 4, 655--667 (2020; Zbl 07323797) Full Text: DOI
Shah, S. R.; Ukaegbu, C. I.; Hamid, H. A.; Rahim, M. H. A.; Chuan, Z. L. Statistical analysis of solvent polarity effects on phytochemicals extraction: multiple correspondence analysis (MCA) approach. (English) Zbl 07314132 Malays. J. Math. Sci. 14, Spec. Iss.: 2nd International Conference on Applied & Industrial Mathematics and Statistics 2019 (ICoAIMS 2019), 139-153 (2020). MSC: 62P10 62H25 92C40 PDF BibTeX XML Cite \textit{S. R. Shah} et al., Malays. J. Math. Sci. 14, 139--153 (2020; Zbl 07314132) Full Text: Link
Galbraith, John W.; Zinde-Walsh, Victoria Simple and reliable estimators of coefficients of interest in a model with high-dimensional confounding effects. (English) Zbl 07308425 J. Econom. 218, No. 2, 609-632 (2020). MSC: 62 91 PDF BibTeX XML Cite \textit{J. W. Galbraith} and \textit{V. Zinde-Walsh}, J. Econom. 218, No. 2, 609--632 (2020; Zbl 07308425) Full Text: DOI
Hallin, Marc; Liška, Roman Dynamic factors in the presence of block structure. (English) Zbl 07307118 Hallin, Marc (ed.) et al., Time series in high dimensions. The general dynamic factor model. Hackensack, NJ: World Scientific (ISBN 978-981-327-800-4/hbk). 351-393 (2020). MSC: 62 PDF BibTeX XML Cite \textit{M. Hallin} and \textit{R. Liška}, in: Time series in high dimensions. The general dynamic factor model. Hackensack, NJ: World Scientific. 351--393 (2020; Zbl 07307118)
Hallin, Marc; Liška, Roman Determining the number of factors in the general dynamic factor model. (English) Zbl 07307117 Hallin, Marc (ed.) et al., Time series in high dimensions. The general dynamic factor model. Hackensack, NJ: World Scientific (ISBN 978-981-327-800-4/hbk). 309-349 (2020). MSC: 62 PDF BibTeX XML Cite \textit{M. Hallin} and \textit{R. Liška}, in: Time series in high dimensions. The general dynamic factor model. Hackensack, NJ: World Scientific. 309--349 (2020; Zbl 07307117)
Forni, Mario; Hallin, Marc; Lippi, Marco; Reichlin, Lucrezia The generalized dynamic factor model: one-sided estimation and forecasting. (English) Zbl 07307114 Hallin, Marc (ed.) et al., Time series in high dimensions. The general dynamic factor model. Hackensack, NJ: World Scientific (ISBN 978-981-327-800-4/hbk). 153-182 (2020). MSC: 62 PDF BibTeX XML Cite \textit{M. Forni} et al., in: Time series in high dimensions. The general dynamic factor model. Hackensack, NJ: World Scientific. 153--182 (2020; Zbl 07307114)
Forni, Mario; Hallin, Marc; Lippi, Marco; Reichlin, Lucrezia The generalized dynamic factor model: consistency and rates. (English) Zbl 07307113 Hallin, Marc (ed.) et al., Time series in high dimensions. The general dynamic factor model. Hackensack, NJ: World Scientific (ISBN 978-981-327-800-4/hbk). 117-152 (2020). MSC: 62 PDF BibTeX XML Cite \textit{M. Forni} et al., in: Time series in high dimensions. The general dynamic factor model. Hackensack, NJ: World Scientific. 117--152 (2020; Zbl 07307113)
Ćevid, Domagoj; Bühlmann, Peter; Meinshausen, Nicolai Spectral deconfounding via perturbed sparse linear models. (English) Zbl 07306913 J. Mach. Learn. Res. 21, Paper No. 232, 41 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{D. Ćevid} et al., J. Mach. Learn. Res. 21, Paper No. 232, 41 p. (2020; Zbl 07306913) Full Text: Link
da Conceição Amorim, Erick; Mayrink, Vinícius Diniz Clustering non-linear interactions in factor analysis. (English) Zbl 07301393 Metron 78, No. 3, 329-352 (2020). MSC: 62H30 62H25 62P10 PDF BibTeX XML Cite \textit{E. da Conceição Amorim} and \textit{V. D. Mayrink}, Metron 78, No. 3, 329--352 (2020; Zbl 07301393) Full Text: DOI
Chen, Dandan; Zhang, Jinming Book review of: T. Raykov and G. A. Marcoulides, A course in item response theory and modeling with Stata. (English) Zbl 07300525 Psychometrika 85, No. 3, 837-840 (2020). MSC: 00A17 62-01 62K20 62H25 62J12 62P25 93C95 PDF BibTeX XML Cite \textit{D. Chen} and \textit{J. Zhang}, Psychometrika 85, No. 3, 837--840 (2020; Zbl 07300525) Full Text: DOI
Fisher, Zachary F.; Bollen, Kenneth A. An instrumental variable estimator for mixed indicators: analytic derivatives and alternative parameterizations. (English) Zbl 07300518 Psychometrika 85, No. 3, 660-683 (2020). MSC: 62P25 62P15 62H25 62H12 PDF BibTeX XML Cite \textit{Z. F. Fisher} and \textit{K. A. Bollen}, Psychometrika 85, No. 3, 660--683 (2020; Zbl 07300518) Full Text: DOI
Giordani, Paolo; Rocci, Roberto; Bove, Giuseppe Factor uniqueness of the structural Parafac model. (English) Zbl 07300514 Psychometrika 85, No. 3, 555-574 (2020). MSC: 62P15 62H25 PDF BibTeX XML Cite \textit{P. Giordani} et al., Psychometrika 85, No. 3, 555--574 (2020; Zbl 07300514) Full Text: DOI
Feng, Yi; Harring, Jeffrey R. Book review of: J. Wang and X. Wang, Structural equation modeling. Applications using Mplus. 2nd ed. (English) Zbl 07300271 Psychometrika 85, No. 2, 526-530 (2020). MSC: 00A17 62-02 62H30 62H25 60-02 62-08 90-10 00A71 93-02 93A10 PDF BibTeX XML Cite \textit{Y. Feng} and \textit{J. R. Harring}, Psychometrika 85, No. 2, 526--530 (2020; Zbl 07300271) Full Text: DOI
Kruis, Joost; Borsboom, Denny Book review of: P. Mair, Modern psychometrics with R. (English) Zbl 1455.00011 Psychometrika 85, No. 2, 437-438 (2020). MSC: 00A17 62-02 62P15 62H25 62H20 68N15 91E45 62M10 62H30 92C55 PDF BibTeX XML Cite \textit{J. Kruis} and \textit{D. Borsboom}, Psychometrika 85, No. 2, 437--438 (2020; Zbl 1455.00011) Full Text: DOI
Jorgensen, Terrence D.; Jak, Suzanne Book review of: K. Gana and G. Broc, Structural equation modeling with lavaan. (English) Zbl 1455.00008 Psychometrika 85, No. 2, 373-377 (2020). MSC: 00A17 62-01 62-04 62H05 62H25 62P15 PDF BibTeX XML Cite \textit{T. D. Jorgensen} and \textit{S. Jak}, Psychometrika 85, No. 2, 373--377 (2020; Zbl 1455.00008) Full Text: DOI
Zhang, Haoran; Chen, Yunxiao; Li, Xiaoou A note on exploratory item factor analysis by singular value decomposition. (English) Zbl 07300264 Psychometrika 85, No. 2, 358-372 (2020). MSC: 62P15 62H25 PDF BibTeX XML Cite \textit{H. Zhang} et al., Psychometrika 85, No. 2, 358--372 (2020; Zbl 07300264) Full Text: DOI
Chen, Dachuan; Mykland, Per A.; Zhang, Lan The five trolls under the bridge: principal component analysis with asynchronous and noisy high frequency data. (English) Zbl 1453.62535 J. Am. Stat. Assoc. 115, No. 532, 1960-1977 (2020). MSC: 62H25 62P05 PDF BibTeX XML Cite \textit{D. Chen} et al., J. Am. Stat. Assoc. 115, No. 532, 1960--1977 (2020; Zbl 1453.62535) Full Text: DOI
Fan, Yingying; Lv, Jinchi; Sharifvaghefi, Mahrad; Uematsu, Yoshimasa IPAD: stable interpretable forecasting with knockoffs inference. (English) Zbl 1452.62694 J. Am. Stat. Assoc. 115, No. 532, 1822-1834 (2020). MSC: 62M20 62H25 62J15 PDF BibTeX XML Cite \textit{Y. Fan} et al., J. Am. Stat. Assoc. 115, No. 532, 1822--1834 (2020; Zbl 1452.62694) Full Text: DOI
Chen, Yunxiao; Li, Xiaoou; Zhang, Siliang Structured latent factor analysis for large-scale data: identifiability, estimability, and their implications. (English) Zbl 1452.62407 J. Am. Stat. Assoc. 115, No. 532, 1756-1770 (2020). MSC: 62H25 62H12 PDF BibTeX XML Cite \textit{Y. Chen} et al., J. Am. Stat. Assoc. 115, No. 532, 1756--1770 (2020; Zbl 1452.62407) Full Text: DOI
Chang, Changgee; Jang, Jeong Hoon; Manatunga, Amita; Taylor, Andrew T.; Long, Qi A Bayesian latent class model to predict kidney obstruction in the absence of gold standard. (English) Zbl 1452.62797 J. Am. Stat. Assoc. 115, No. 532, 1645-1663 (2020). MSC: 62P10 62F15 62H25 PDF BibTeX XML Cite \textit{C. Chang} et al., J. Am. Stat. Assoc. 115, No. 532, 1645--1663 (2020; Zbl 1452.62797) Full Text: DOI
Jana, Kaushik; Sengupta, Debasis; Kundu, Subrata; Chakraborty, Arindam; Shaw, Purnima The statistical face of a region under monsoon rainfall in eastern India. (English) Zbl 1452.62866 J. Am. Stat. Assoc. 115, No. 532, 1559-1573 (2020). MSC: 62P12 62H25 62N02 PDF BibTeX XML Cite \textit{K. Jana} et al., J. Am. Stat. Assoc. 115, No. 532, 1559--1573 (2020; Zbl 1452.62866) Full Text: DOI
Li, Didong; Dunson, David B. Classification via local manifold approximation. (English) Zbl 07299653 Biometrika 107, No. 4, 1013-1020 (2020). MSC: 62R30 62H30 62H20 PDF BibTeX XML Cite \textit{D. Li} and \textit{D. B. Dunson}, Biometrika 107, No. 4, 1013--1020 (2020; Zbl 07299653) Full Text: DOI
Chung, Szu-Chi; Wang, Shao-Hsuan; Niu, Po-Yao; Huang, Su-Yun; Chang, Wei-Hau; Tu, I-Ping Two-stage dimension reduction for noisy high-dimensional images and application to cryogenic electron microscopy. (English) Zbl 07296441 Ann. Math. Sci. Appl. 5, No. 2, 283-316 (2020). MSC: 62P30 62P35 62H25 62H35 62M40 62B10 94A08 PDF BibTeX XML Cite \textit{S.-C. Chung} et al., Ann. Math. Sci. Appl. 5, No. 2, 283--316 (2020; Zbl 07296441) Full Text: DOI
Zhang, Ziming; Xu, Changqing The improvement of CCA and LDA by matrix decompositions. (Chinese. English summary) Zbl 07295768 J. Suzhou Univ. Sci. Technol., Nat. Sci. 37, No. 2, 26-31 (2020). MSC: 62H25 62H30 62H20 62H12 PDF BibTeX XML Cite \textit{Z. Zhang} and \textit{C. Xu}, J. Suzhou Univ. Sci. Technol., Nat. Sci. 37, No. 2, 26--31 (2020; Zbl 07295768) Full Text: DOI
He, Xiaojuan; Guo, Xinshun Research on an advertising click-through rate prediction model based on feature optimization. (Chinese. English summary) Zbl 07295227 J. East China Norm. Univ., Nat. Sci. Ed., No. 4, 147-155 (2020). MSC: 62M20 62M45 68T05 90B60 62C25 62H25 PDF BibTeX XML Cite \textit{X. He} and \textit{X. Guo}, J. East China Norm. Univ., Nat. Sci. Ed. , No. 4, 147--155 (2020; Zbl 07295227) Full Text: DOI
Sando, Keishi; Hino, Hideitsu Modal principal component analysis. (English) Zbl 1455.62120 Neural Comput. 32, No. 10, 1901-1935 (2020). MSC: 62H25 62G35 PDF BibTeX XML Cite \textit{K. Sando} and \textit{H. Hino}, Neural Comput. 32, No. 10, 1901--1935 (2020; Zbl 1455.62120) Full Text: DOI
Wu, Jibo; Asar, Yasin Efficiency of the principal component Liu-type estimator in logistic regression. (English) Zbl 1455.62141 REVSTAT 18, No. 3, 325-336 (2020). MSC: 62J07 62J12 62H25 65C05 PDF BibTeX XML Cite \textit{J. Wu} and \textit{Y. Asar}, REVSTAT 18, No. 3, 325--336 (2020; Zbl 1455.62141) Full Text: Link
Radojičić, Una; Nordhausen, Klaus Non-Gaussian component analysis: testing the dimension of the signal subspace. (English) Zbl 1455.62105 Maciak, Matúš (ed.) et al., Analytical methods in statistics. AMISTAT. Proceedings of the workshop, Liberec, Czech Republic, September 16–19, 2019. Cham: Springer. Springer Proc. Math. Stat. 329, 101-123 (2020). MSC: 62H12 62H25 60G35 94A12 PDF BibTeX XML Cite \textit{U. Radojičić} and \textit{K. Nordhausen}, Springer Proc. Math. Stat. 329, 101--123 (2020; Zbl 1455.62105) Full Text: DOI
Burgard, Jan Pablo Book review of: K.-L. Du and M. N. S. Swamy, Neural networks and statistical learning. (English) Zbl 07286356 SIAM Rev. 62, No. 4, 988-990 (2020). MSC: 00A17 62-01 62M45 62H25 62F15 68T05 94D05 62R07 PDF BibTeX XML Cite \textit{J. P. Burgard}, SIAM Rev. 62, No. 4, 988--990 (2020; Zbl 07286356)
Dobriban, Edgar Permutation methods for factor analysis and PCA. (English) Zbl 07285315 Ann. Stat. 48, No. 5, 2824-2847 (2020). Reviewer: Fabio Rapallo (Alessandria) MSC: 62H25 62H12 PDF BibTeX XML Cite \textit{E. Dobriban}, Ann. Stat. 48, No. 5, 2824--2847 (2020; Zbl 07285315) Full Text: DOI Euclid
Bing, Xin; Bunea, Florentina; Ning, Yang; Wegkamp, Marten Adaptive estimation in structured factor models with applications to overlapping clustering. (English) Zbl 1455.62116 Ann. Stat. 48, No. 4, 2055-2081 (2020). MSC: 62H25 62H30 PDF BibTeX XML Cite \textit{X. Bing} et al., Ann. Stat. 48, No. 4, 2055--2081 (2020; Zbl 1455.62116) Full Text: DOI Euclid
Mignolet, Marc; Soize, Christian Compressed principal component analysis of non-Gaussian vectors. (English) Zbl 1451.62069 SIAM/ASA J. Uncertain. Quantif. 8, 1261-1286 (2020). MSC: 62H25 60G60 PDF BibTeX XML Cite \textit{M. Mignolet} and \textit{C. Soize}, SIAM/ASA J. Uncertain. Quantif. 8, 1261--1286 (2020; Zbl 1451.62069) Full Text: DOI
Zhu, Banghua; Jiao, Jiantao; Tse, David Deconstructing generative adversarial networks. (English) Zbl 1453.62518 IEEE Trans. Inf. Theory 66, No. 11, 7155-7179 (2020). MSC: 62H12 62G05 62H25 68T05 49Q22 PDF BibTeX XML Cite \textit{B. Zhu} et al., IEEE Trans. Inf. Theory 66, No. 11, 7155--7179 (2020; Zbl 1453.62518) Full Text: DOI
Yata, Kazuyoshi; Aoshima, Makoto Geometric consistency of principal component scores for high-dimensional mixture models and its application. (English) Zbl 1454.62188 Scand. J. Stat. 47, No. 3, 899-921 (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H25 62H30 68T05 PDF BibTeX XML Cite \textit{K. Yata} and \textit{M. Aoshima}, Scand. J. Stat. 47, No. 3, 899--921 (2020; Zbl 1454.62188) Full Text: DOI
Rubín, Tomáš; Panaretos, Victor M. Functional lagged regression with sparse noisy observations. (English) Zbl 1454.62271 J. Time Ser. Anal. 41, No. 6, 858-882 (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62M10 62R10 62G08 62H25 62M15 60G10 62P35 86A32 PDF BibTeX XML Cite \textit{T. Rubín} and \textit{V. M. Panaretos}, J. Time Ser. Anal. 41, No. 6, 858--882 (2020; Zbl 1454.62271) Full Text: DOI
Gerhart, Christoph; Lütkebohmert, Eva Empirical analysis and forecasting of multiple yield curves. (English) Zbl 1452.91316 Insur. Math. Econ. 95, 59-78 (2020). MSC: 91G30 91G05 62P05 62H25 PDF BibTeX XML Cite \textit{C. Gerhart} and \textit{E. Lütkebohmert}, Insur. Math. Econ. 95, 59--78 (2020; Zbl 1452.91316) Full Text: DOI
Sang, Peijun; Wang, Liangliang; Cao, Jiguo Estimation of sparse functional additive models with adaptive group Lasso. (English) Zbl 07274741 Stat. Sin. 30, No. 3, 1191-1211 (2020). Reviewer: Wolfgang Näther (Freiberg) MSC: 62J07 62J05 62R10 62H25 PDF BibTeX XML Cite \textit{P. Sang} et al., Stat. Sin. 30, No. 3, 1191--1211 (2020; Zbl 07274741) Full Text: DOI
Feragen, Aasa; Nye, Tom Statistics on stratified spaces. (English) Zbl 1453.62559 Pennec, Xavier (ed.) et al., Riemannian geometric statistics in medical image analysis. Amsterdam: Elsevier/Academic Press. Elsevier Miccai Soc. Book Ser., 299-342 (2020). MSC: 62H35 62H25 62H11 62R30 53C21 62P10 PDF BibTeX XML Cite \textit{A. Feragen} and \textit{T. Nye}, in: Riemannian geometric statistics in medical image analysis. Amsterdam: Elsevier/Academic Press. 299--342 (2020; Zbl 1453.62559) Full Text: DOI
Pizer, Stephen M.; Hong, Junpyo; Vicory, Jared; Liu, Zhiyuan; Marron, J. S.; Choi, Hyo-young; Damon, James; Jung, Sungkyu; Paniagua, Beatriz; Schulz, Jörn; Sharma, Ankur; Tu, Liyun; Wang, Jiyao Object shape representation via skeletal models (s-reps) and statistical analysis. (English) Zbl 1451.92187 Pennec, Xavier (ed.) et al., Riemannian geometric statistics in medical image analysis. Amsterdam: Elsevier/Academic Press. Elsevier Miccai Soc. Book Ser., 233-271 (2020). MSC: 92C55 62H25 62P10 53B20 PDF BibTeX XML Cite \textit{S. M. Pizer} et al., in: Riemannian geometric statistics in medical image analysis. Amsterdam: Elsevier/Academic Press. 233--271 (2020; Zbl 1451.92187) Full Text: DOI
Pennec, Xavier Manifold-valued image processing with SPD matrices. (English) Zbl 1453.62560 Pennec, Xavier (ed.) et al., Riemannian geometric statistics in medical image analysis. Amsterdam: Elsevier/Academic Press. Elsevier Miccai Soc. Book Ser., 75-134 (2020). MSC: 62H35 62H25 62H11 62R30 58C06 53C20 92C55 60D05 15B48 62P10 PDF BibTeX XML Cite \textit{X. Pennec}, in: Riemannian geometric statistics in medical image analysis. Amsterdam: Elsevier/Academic Press. 75--134 (2020; Zbl 1453.62560) Full Text: DOI
Fletcher, Tom Statistics on manifolds. (English) Zbl 1453.62806 Pennec, Xavier (ed.) et al., Riemannian geometric statistics in medical image analysis. Amsterdam: Elsevier/Academic Press. Elsevier Miccai Soc. Book Ser., 39-74 (2020). MSC: 62R30 62G05 62G20 62H05 62H25 62H11 60D05 PDF BibTeX XML Cite \textit{T. Fletcher}, in: Riemannian geometric statistics in medical image analysis. Amsterdam: Elsevier/Academic Press. 39--74 (2020; Zbl 1453.62806) Full Text: DOI
Mathar, Rudolf; Alirezaei, Gholamreza; Balda, Emilio; Behboodi, Arash Fundamentals of data analytics. With a view to machine learning. (English) Zbl 1448.62006 Cham: Springer (ISBN 978-3-030-56830-6/hbk; 978-3-030-56831-3/ebook). xi, 127 p. (2020). MSC: 62-02 62R07 62H25 68T05 PDF BibTeX XML Cite \textit{R. Mathar} et al., Fundamentals of data analytics. With a view to machine learning. Cham: Springer (2020; Zbl 1448.62006) Full Text: DOI
Wei, Jie; Zhang, Yonghui A time-varying diffusion index forecasting model. (English) Zbl 1452.62426 Econ. Lett. 193, Article ID 109337, 4 p. (2020). MSC: 62H25 62M20 60J60 62P20 PDF BibTeX XML Cite \textit{J. Wei} and \textit{Y. Zhang}, Econ. Lett. 193, Article ID 109337, 4 p. (2020; Zbl 1452.62426) Full Text: DOI
McDonald, Daniel J. Book review of: Bing Li, Sufficient dimension reduction: methods and applications with R. (English) Zbl 07268024 J. Am. Stat. Assoc. 115, No. 530, 1031-1033 (2020). MSC: 00A17 62-02 62H12 62H25 62-04 62-08 PDF BibTeX XML Cite \textit{D. J. McDonald}, J. Am. Stat. Assoc. 115, No. 530, 1031--1033 (2020; Zbl 07268024)
Li, Degui; Robinson, Peter M.; Shang, Han Lin Long-range dependent curve time series. (English) Zbl 1445.62231 J. Am. Stat. Assoc. 115, No. 530, 957-971 (2020). MSC: 62M10 62H25 62R10 PDF BibTeX XML Cite \textit{D. Li} et al., J. Am. Stat. Assoc. 115, No. 530, 957--971 (2020; Zbl 1445.62231) Full Text: DOI
Chen, Elynn Y.; Tsay, Ruey S.; Chen, Rong Constrained factor models for high-dimensional matrix-variate time series. (English) Zbl 1445.62143 J. Am. Stat. Assoc. 115, No. 530, 775-793 (2020). MSC: 62H30 62H25 62M10 PDF BibTeX XML Cite \textit{E. Y. Chen} et al., J. Am. Stat. Assoc. 115, No. 530, 775--793 (2020; Zbl 1445.62143) Full Text: DOI
Grantham, Neal S.; Guan, Yawen; Reich, Brian J.; Borer, Elizabeth T.; Gross, Kevin MIMIX: a Bayesian mixed-effects model for microbiome data from designed experiments. (English) Zbl 1445.62267 J. Am. Stat. Assoc. 115, No. 530, 599-609 (2020). MSC: 62P10 62H25 92C70 PDF BibTeX XML Cite \textit{N. S. Grantham} et al., J. Am. Stat. Assoc. 115, No. 530, 599--609 (2020; Zbl 1445.62267) Full Text: DOI
Yin, Lishuang; Fan, Yonghui A new improved method for generalized ridge estimator. (Chinese. English summary) Zbl 07267186 J. Tianjin Norm. Univ., Nat. Sci. Ed. 40, No. 2, 8-11 (2020). MSC: 62J07 62J05 62H25 PDF BibTeX XML Cite \textit{L. Yin} and \textit{Y. Fan}, J. Tianjin Norm. Univ., Nat. Sci. Ed. 40, No. 2, 8--11 (2020; Zbl 07267186) Full Text: DOI
Wang, Benchao; Li, Dan; Qin, Pan; Gu, Hong Gamma distribution based traffic flow time series segmenting model. (Chinese. English summary) Zbl 07266720 J. Dalian Univ. Technol. 60, No. 3, 293-299 (2020). MSC: 62M10 62H25 90B20 62P30 PDF BibTeX XML Cite \textit{B. Wang} et al., J. Dalian Univ. Technol. 60, No. 3, 293--299 (2020; Zbl 07266720) Full Text: DOI
Li, Jinbing; Han, Bing; Feng, Shoubo; Zhang, Jiadong; Li, Yu; Zhong, Kai; Han, Min Fault detection based on block kernel principal component analysis and support vector machine. (Chinese. English summary) Zbl 07266546 Control Theory Appl. 37, No. 4, 847-854 (2020). MSC: 94C12 62H25 68T05 PDF BibTeX XML Cite \textit{J. Li} et al., Control Theory Appl. 37, No. 4, 847--854 (2020; Zbl 07266546) Full Text: DOI
Tang, Chengyong; Fan, Yingying; Kong, Yinfei Precision matrix estimation by inverse principal orthogonal decomposition. (English) Zbl 07266475 Commun. Math. Res. 36, No. 1, 68-92 (2020). MSC: 62H12 62H22 62H25 PDF BibTeX XML Cite \textit{C. Tang} et al., Commun. Math. Res. 36, No. 1, 68--92 (2020; Zbl 07266475) Full Text: DOI
Grabovoy, A. V.; Strijov, V. V. Quasi-periodic time series clustering for human activity recognition. (English) Zbl 1451.62100 Lobachevskii J. Math. 41, No. 3, 333-339 (2020). MSC: 62M10 62H25 62H30 68T09 PDF BibTeX XML Cite \textit{A. V. Grabovoy} and \textit{V. V. Strijov}, Lobachevskii J. Math. 41, No. 3, 333--339 (2020; Zbl 1451.62100) Full Text: DOI
Bedrick, Edward J. Data reduction prior to inference: are there consequences of comparing groups using a \(t\)-test based on principal component scores? (English) Zbl 1451.62067 Biometrics 76, No. 2, 508-517 (2020). MSC: 62H25 62F03 PDF BibTeX XML Cite \textit{E. J. Bedrick}, Biometrics 76, No. 2, 508--517 (2020; Zbl 1451.62067) Full Text: DOI
Wang, Yueying; Wang, Guannan; Wang, Li; Ogden, R. Todd Simultaneous confidence corridors for mean functions in functional data analysis of imaging data. (English) Zbl 1451.62175 Biometrics 76, No. 2, 427-437 (2020). MSC: 62R10 62G15 62H35 62H25 65D07 62P10 PDF BibTeX XML Cite \textit{Y. Wang} et al., Biometrics 76, No. 2, 427--437 (2020; Zbl 1451.62175) Full Text: DOI
Jiang, Bei; Petkova, Eva; Tarpey, Thaddeus; Ogden, R. Todd A Bayesian approach to joint modeling of matrix-valued imaging data and treatment outcome with applications to depression studies. (English) Zbl 1451.62123 Biometrics 76, No. 1, 87-97 (2020). MSC: 62P10 62H35 62H25 PDF BibTeX XML Cite \textit{B. Jiang} et al., Biometrics 76, No. 1, 87--97 (2020; Zbl 1451.62123) Full Text: DOI
Park, Jun Young; Lock, Eric F. Integrative factorization of bidimensionally linked matrices. (English) Zbl 1451.62137 Biometrics 76, No. 1, 61-74 (2020). MSC: 62P10 62H25 92D10 PDF BibTeX XML Cite \textit{J. Y. Park} and \textit{E. F. Lock}, Biometrics 76, No. 1, 61--74 (2020; Zbl 1451.62137) Full Text: DOI
Legramanti, Sirio; Durante, Daniele; Dunson, David B. Bayesian cumulative shrinkage for infinite factorizations. (English) Zbl 1451.62068 Biometrika 107, No. 3, 745-752 (2020). MSC: 62H25 62P15 PDF BibTeX XML Cite \textit{S. Legramanti} et al., Biometrika 107, No. 3, 745--752 (2020; Zbl 1451.62068) Full Text: DOI
Paindaveine, Davy; Remy, Julien; Verdebout, Thomas Sign tests for weak principal directions. (English) Zbl 07256166 Bernoulli 26, No. 4, 2987-3016 (2020). Reviewer: Pavel Stoynov (Sofia) MSC: 62H25 62B15 62E20 62G10 PDF BibTeX XML Cite \textit{D. Paindaveine} et al., Bernoulli 26, No. 4, 2987--3016 (2020; Zbl 07256166) Full Text: DOI Euclid
Landgraf, Andrew J.; Lee, Yoonkyung Dimensionality reduction for binary data through the projection of natural parameters. (English) Zbl 1450.62069 J. Multivariate Anal. 180, Article ID 104668, 16 p. (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H25 62J12 62P10 PDF BibTeX XML Cite \textit{A. J. Landgraf} and \textit{Y. Lee}, J. Multivariate Anal. 180, Article ID 104668, 16 p. (2020; Zbl 1450.62069) Full Text: DOI
Gallaugher, Michael P. B.; McNicholas, Paul D. Mixtures of skewed matrix variate bilinear factor analyzers. (English) Zbl 07252410 Adv. Data Anal. Classif., ADAC 14, No. 2, 415-434 (2020). MSC: 62H30 62H25 PDF BibTeX XML Cite \textit{M. P. B. Gallaugher} and \textit{P. D. McNicholas}, Adv. Data Anal. Classif., ADAC 14, No. 2, 415--434 (2020; Zbl 07252410) Full Text: DOI
Murphy, Keefe; Murphy, Thomas Brendan Gaussian parsimonious clustering models with covariates and a noise component. (English) Zbl 07252406 Adv. Data Anal. Classif., ADAC 14, No. 2, 293-325 (2020). MSC: 62H25 62J12 PDF BibTeX XML Cite \textit{K. Murphy} and \textit{T. B. Murphy}, Adv. Data Anal. Classif., ADAC 14, No. 2, 293--325 (2020; Zbl 07252406) Full Text: DOI
Yao, Zhigang; Zhang, Zhenyue Principal boundary on Riemannian manifolds. (English) Zbl 1441.62935 J. Am. Stat. Assoc. 115, No. 531, 1435-1448 (2020). MSC: 62R30 62H25 62H30 PDF BibTeX XML Cite \textit{Z. Yao} and \textit{Z. Zhang}, J. Am. Stat. Assoc. 115, No. 531, 1435--1448 (2020; Zbl 1441.62935) Full Text: DOI
Poignard, Benjamin; Terada, Yoshikazu Statistical analysis of sparse approximate factor models. (English) Zbl 07246819 Electron. J. Stat. 14, No. 2, 3315-3365 (2020). MSC: 62H25 62J07 PDF BibTeX XML Cite \textit{B. Poignard} and \textit{Y. Terada}, Electron. J. Stat. 14, No. 2, 3315--3365 (2020; Zbl 07246819) Full Text: DOI Euclid
Aishima, Kensuke Strong convergence for the dynamic mode decomposition based on the total least squares to noisy datasets. (English) Zbl 1448.62090 JSIAM Lett. 12, 33-36 (2020). MSC: 62H25 37A30 60G60 PDF BibTeX XML Cite \textit{K. Aishima}, JSIAM Lett. 12, 33--36 (2020; Zbl 1448.62090) Full Text: DOI
Wehrens, Ron Chemometrics with R. Multivariate data analysis in the natural and life sciences. 2nd revised and extended edition. (English) Zbl 1454.62006 Use R!. Berlin: Springer (ISBN 978-3-662-62026-7/pbk; 978-3-662-62027-4/ebook). xvi, 308 p. (2020). MSC: 62-02 62H30 62H25 62-04 62R07 PDF BibTeX XML Cite \textit{R. Wehrens}, Chemometrics with R. Multivariate data analysis in the natural and life sciences. 2nd revised and extended edition. Berlin: Springer (2020; Zbl 1454.62006) Full Text: DOI
Badía, F. G.; Mercier, Sophie; Sangüesa, C. Trend-transformed independent vectors: construction and stochastic comparison results. (English) Zbl 1448.62057 Statistics 54, No. 4, 778-804 (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62G30 62H25 60E15 60K10 62N05 62P30 PDF BibTeX XML Cite \textit{F. G. Badía} et al., Statistics 54, No. 4, 778--804 (2020; Zbl 1448.62057) Full Text: DOI
Kraus, David; Stefanucci, Marco Ridge reconstruction of partially observed functional data is asymptotically optimal. (English) Zbl 1450.62138 Stat. Probab. Lett. 165, Article ID 108813, 4 p. (2020). MSC: 62R10 62J07 62H25 62G05 46E22 PDF BibTeX XML Cite \textit{D. Kraus} and \textit{M. Stefanucci}, Stat. Probab. Lett. 165, Article ID 108813, 4 p. (2020; Zbl 1450.62138) Full Text: DOI
Álvarez-Vizoso, Javier; Kirby, Michael; Peterson, Chris Local eigenvalue decomposition for embedded Riemannian manifolds. (English) Zbl 1447.53049 Linear Algebra Appl. 604, 21-51 (2020). MSC: 53C40 53A07 62H25 PDF BibTeX XML Cite \textit{J. Álvarez-Vizoso} et al., Linear Algebra Appl. 604, 21--51 (2020; Zbl 1447.53049) Full Text: DOI
Kneip, Alois; Liebl, Dominik On the optimal reconstruction of partially observed functional data. (English) Zbl 1452.62990 Ann. Stat. 48, No. 3, 1692-1717 (2020). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62R10 62M20 62H25 62G05 62G08 PDF BibTeX XML Cite \textit{A. Kneip} and \textit{D. Liebl}, Ann. Stat. 48, No. 3, 1692--1717 (2020; Zbl 1452.62990) Full Text: DOI Euclid
Abbe, Emmanuel; Fan, Jianqing; Wang, Kaizheng; Zhong, Yiqiao Entrywise eigenvector analysis of random matrices with low expected rank. (English) Zbl 1450.62066 Ann. Stat. 48, No. 3, 1452-1474 (2020). Reviewer: Glauber Márcio Silveira Pereira (Ceará) MSC: 62H25 60B20 15B52 62H12 PDF BibTeX XML Cite \textit{E. Abbe} et al., Ann. Stat. 48, No. 3, 1452--1474 (2020; Zbl 1450.62066) Full Text: DOI Euclid
Cai, T. Tony; Han, Xiao; Pan, Guangming Limiting laws for divergent spiked eigenvalues and largest nonspiked eigenvalue of sample covariance matrices. (English) Zbl 07241590 Ann. Stat. 48, No. 3, 1255-1280 (2020). Reviewer: Jonas Šiaulys (Vilnius) MSC: 62H25 60B20 15B52 60F05 62H10 PDF BibTeX XML Cite \textit{T. T. Cai} et al., Ann. Stat. 48, No. 3, 1255--1280 (2020; Zbl 07241590) Full Text: DOI Euclid
Johnstone, Iain M.; Onatski, Alexei Testing in high-dimensional spiked models. (English) Zbl 1452.62192 Ann. Stat. 48, No. 3, 1231-1254 (2020). Reviewer: Arakaparampil M. Mathai (Montréal) MSC: 62E20 62H10 62H15 62H25 15A18 PDF BibTeX XML Cite \textit{I. M. Johnstone} and \textit{A. Onatski}, Ann. Stat. 48, No. 3, 1231--1254 (2020; Zbl 1452.62192) Full Text: DOI Euclid
Reiss, Markus; Wahl, Martin Nonasymptotic upper bounds for the reconstruction error of PCA. (English) Zbl 1450.62070 Ann. Stat. 48, No. 2, 1098-1123 (2020). Reviewer: Glauber Márcio Silveira Pereira (Ceará) MSC: 62H25 15A42 60F10 PDF BibTeX XML Cite \textit{M. Reiss} and \textit{M. Wahl}, Ann. Stat. 48, No. 2, 1098--1123 (2020; Zbl 1450.62070) Full Text: DOI Euclid
El Alaoui, Ahmed; Krzakala, Florent; Jordan, Michael Fundamental limits of detection in the spiked Wigner model. (English) Zbl 1450.62073 Ann. Stat. 48, No. 2, 863-885 (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H30 62H25 62H15 60G15 60F05 PDF BibTeX XML Cite \textit{A. El Alaoui} et al., Ann. Stat. 48, No. 2, 863--885 (2020; Zbl 1450.62073) Full Text: DOI Euclid
Wu, Jie; Zheng, Zemin; Li, Yang; Zhang, Yi Scalable interpretable learning for multi-response error-in-variables regression. (English) Zbl 1448.62079 J. Multivariate Anal. 179, Article ID 104644, 13 p. (2020). MSC: 62H12 62H25 62J07 PDF BibTeX XML Cite \textit{J. Wu} et al., J. Multivariate Anal. 179, Article ID 104644, 13 p. (2020; Zbl 1448.62079) Full Text: DOI
Pan, Junhao; Ip, Edward Haksing; Dubé, Laurette Multilevel heterogeneous factor analysis and application to ecological momentary assessment. (English) Zbl 1447.62122 Psychometrika 85, No. 1, 75-100 (2020). MSC: 62P12 62H25 62J15 PDF BibTeX XML Cite \textit{J. Pan} et al., Psychometrika 85, No. 1, 75--100 (2020; Zbl 1447.62122) Full Text: DOI
Shang, Han Lin Dynamic principal component regression for forecasting functional time series in a group structure. (English) Zbl 1447.91147 Scand. Actuar. J. 2020, No. 4, 307-322 (2020). MSC: 91G05 62P05 62H25 PDF BibTeX XML Cite \textit{H. L. Shang}, Scand. Actuar. J. 2020, No. 4, 307--322 (2020; Zbl 1447.91147) Full Text: DOI