He, Tiantian; Chan, Keith C. C. Learning latent factors in linked multi-modality data. (English) Zbl 1518.68302 Ceci, Michelangelo (ed.) et al., Foundations of intelligent systems. 24th international symposium, ISMIS 2018, Limassol, Cyprus, October 29–31, 2018. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 11177, 214-224 (2018). MSC: 68T05 62H25 62H30 68R10 PDFBibTeX XMLCite \textit{T. He} and \textit{K. C. C. Chan}, Lect. Notes Comput. Sci. 11177, 214--224 (2018; Zbl 1518.68302) Full Text: DOI
Kanyama, Busanga Jerome; Njuho, Peter; Malela-Majika, Jean-Claude Improved structural equation models using factor analysis. (English) Zbl 1509.91022 Pak. J. Stat. Oper. Res. 14, No. 4, 995-1012 (2018). MSC: 91B02 62H25 PDFBibTeX XMLCite \textit{B. J. Kanyama} et al., Pak. J. Stat. Oper. Res. 14, No. 4, 995--1012 (2018; Zbl 1509.91022) Full Text: DOI
Kessy, Agnan; Lewin, Alex; Strimmer, Korbinian Optimal whitening and decorrelation. (English) Zbl 07663954 Am. Stat. 72, No. 4, 309-314 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Kessy} et al., Am. Stat. 72, No. 4, 309--314 (2018; Zbl 07663954) Full Text: DOI arXiv
Szmidt, Eulalia; Kacprzyk, Janusz A new approach to Hellwig’s method of data reduction for Atanassov’s intuitionistic fuzzy sets. (English) Zbl 1512.68307 Medina, Jesús (ed.) et al., Information processing and management of uncertainty in knowledge-based systems. Applications. 17th international conference, IPMU 2018, Cádiz, Spain, June 11–15, 2018, Proceedings, Part III. Cham: Springer. Commun. Comput. Inf. Sci. 855, 553-564 (2018). MSC: 68T09 62H25 68T37 PDFBibTeX XMLCite \textit{E. Szmidt} and \textit{J. Kacprzyk}, Commun. Comput. Inf. Sci. 855, 553--564 (2018; Zbl 1512.68307) Full Text: DOI
Modak, Soumita; Chattopadhyay, Asis Kumar; Chattopadhyay, Tanuka Clustering of gamma-ray bursts through kernel principal component analysis. (English) Zbl 07549510 Commun. Stat., Simulation Comput. 47, No. 4, 1088-1102 (2018). MSC: 62-07 62Hxx 62H25 62H30 PDFBibTeX XMLCite \textit{S. Modak} et al., Commun. Stat., Simulation Comput. 47, No. 4, 1088--1102 (2018; Zbl 07549510) Full Text: DOI arXiv
Pepler, P. T.; Uys, D. W.; Nel, D. G. Regularized covariance matrix estimation under the common principal components model. (English) Zbl 07549479 Commun. Stat., Simulation Comput. 47, No. 3, 631-643 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{P. T. Pepler} et al., Commun. Stat., Simulation Comput. 47, No. 3, 631--643 (2018; Zbl 07549479) Full Text: DOI
Young, Derek S.; Ke, Chenlu; Zeng, Xiaoxue The mixturegram: a visualization tool for assessing the number of components in finite mixture models. (English) Zbl 07498933 J. Comput. Graph. Stat. 27, No. 3, 564-575 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{D. S. Young} et al., J. Comput. Graph. Stat. 27, No. 3, 564--575 (2018; Zbl 07498933) Full Text: DOI
Reese, Simon; Westerlund, Joakim Estimation of factor-augmented panel regressions with weakly influential factors. (English) Zbl 1490.62479 Econom. Rev. 37, No. 5, 401-465 (2018). MSC: 62P20 62H25 62H12 PDFBibTeX XMLCite \textit{S. Reese} and \textit{J. Westerlund}, Econom. Rev. 37, No. 5, 401--465 (2018; Zbl 1490.62479) Full Text: DOI
Arsova, Antonia; Örsal, Deniz Dilan Karaman Likelihood-based panel cointegration test in the presence of a linear time trend and cross-sectional dependence. (English) Zbl 1491.62083 Econom. Rev. 37, No. 10, 1033-1050 (2018). MSC: 62M10 62M07 62H25 62P20 PDFBibTeX XMLCite \textit{A. Arsova} and \textit{D. D. K. Örsal}, Econom. Rev. 37, No. 10, 1033--1050 (2018; Zbl 1491.62083) Full Text: DOI Link
Shintani, Mototsugu; Guo, Zi-Yi Improving the finite sample performance of autoregression estimators in dynamic factor models: a bootstrap approach. (English) Zbl 1490.62272 Econom. Rev. 37, No. 4, 360-379 (2018). MSC: 62M10 62H25 PDFBibTeX XMLCite \textit{M. Shintani} and \textit{Z.-Y. Guo}, Econom. Rev. 37, No. 4, 360--379 (2018; Zbl 1490.62272) Full Text: DOI Link
Ando, Tomohiro; Bai, Jushan Selecting the regularization parameters in high-dimensional panel data models: consistency and efficiency. (English) Zbl 1490.62169 Econom. Rev. 37, No. 3, 183-211 (2018). MSC: 62J05 62J07 62H25 62P20 PDFBibTeX XMLCite \textit{T. Ando} and \textit{J. Bai}, Econom. Rev. 37, No. 3, 183--211 (2018; Zbl 1490.62169) Full Text: DOI Link
Ohno, Saburo; Ando, Tomohiro Stock return predictability: a factor-augmented predictive regression system with shrinkage method. (English) Zbl 1490.62324 Econom. Rev. 37, No. 1, 29-60 (2018). MSC: 62P05 62J07 62H25 62P20 PDFBibTeX XMLCite \textit{S. Ohno} and \textit{T. Ando}, Econom. Rev. 37, No. 1, 29--60 (2018; Zbl 1490.62324) Full Text: DOI Link
Eifler, Stefanie; Menold, Natalja Linearity, symmetry, and equidistance in semantic differential scales for measuring images of self and images of others. (English) Zbl 1483.62189 Math. Popul. Stud. 25, No. 2, 82-98 (2018). MSC: 62P15 62H25 91D20 PDFBibTeX XMLCite \textit{S. Eifler} and \textit{N. Menold}, Math. Popul. Stud. 25, No. 2, 82--98 (2018; Zbl 1483.62189) Full Text: DOI
Zhang, Yangwu; Li, Guohe; Zong, Heng A method of dimensionality reduction by selection of components in principal component analysis for text classification. (English) Zbl 1499.62204 Filomat 32, No. 5, 1499-1506 (2018). MSC: 62H25 62H30 PDFBibTeX XMLCite \textit{Y. Zhang} et al., Filomat 32, No. 5, 1499--1506 (2018; Zbl 1499.62204) Full Text: DOI
Bhaskara, Aditya; Kumar, Srivatsan Low rank approximation in the presence of outliers. (English) Zbl 1520.62078 Blais, Eric (ed.) et al., Approximation, randomization, and combinatorial optimization. Algorithms and techniques. 21st international workshop, APPROX 2018, and 22nd international workshop, RANDOM 2018 August 20–22, 2018, Princeton, USA. Proceedings. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 116, Article 4, 16 p. (2018). MSC: 62H25 65F55 68W25 PDFBibTeX XMLCite \textit{A. Bhaskara} and \textit{S. Kumar}, LIPIcs -- Leibniz Int. Proc. Inform. 116, Article 4, 16 p. (2018; Zbl 1520.62078) Full Text: DOI arXiv
Balcan, Maria-Florina; Liang, Yingyu; Woodruff, David P.; Zhang, Hongyang Matrix completion and related problems via strong duality. (English) Zbl 1462.15031 Karlin, Anna R. (ed.), 9th innovations in theoretical computer science conference, ITCS 2018, Cambridge, MA, USA, January 11–14, 2018. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 94, Article 5, 22 p. (2018). MSC: 15A83 15A23 62H25 68Q17 90C26 90C46 PDFBibTeX XMLCite \textit{M.-F. Balcan} et al., LIPIcs -- Leibniz Int. Proc. Inform. 94, Article 5, 22 p. (2018; Zbl 1462.15031) Full Text: DOI arXiv
Raykov, Tenko; Marcoulides, George A. A course in item response theory and modeling with Stata. (English) Zbl 1457.62005 College Station, TX: Stata Press (ISBN 978-1-59718-266-9/pbk; 978-1-59718-267-6/ebook). xix, 270 p. (2018). MSC: 62-01 62P15 62K20 62H25 62J12 62P15 62P25 62-04 93C95 PDFBibTeX XMLCite \textit{T. Raykov} and \textit{G. A. Marcoulides}, A course in item response theory and modeling with Stata. College Station, TX: Stata Press (2018; Zbl 1457.62005)
El-Rahman, Sahar A.; Zolait, Ali Hussein Saleh Hyperspectral image analysis for oil spill detection: a comparative study. (English) Zbl 1453.94007 Int. J. Comput. Sci. Math. 9, No. 2, 103-121 (2018). MSC: 94A08 62H25 PDFBibTeX XMLCite \textit{S. A. El-Rahman} and \textit{A. H. S. Zolait}, Int. J. Comput. Sci. Math. 9, No. 2, 103--121 (2018; Zbl 1453.94007) Full Text: DOI
Khamsemanan, Nirattaya; Nattee, Cholwich; Lawtrakul, Luckhana; Toochinda, Pisanu; Hannongbua, Supa Predicting inhibition constants of antimalarial drug compounds using support vector regression. (English) Zbl 1458.62260 J. Nonlinear Convex Anal. 19, No. 9, 1555-1562 (2018). MSC: 62P10 62J02 62H25 PDFBibTeX XMLCite \textit{N. Khamsemanan} et al., J. Nonlinear Convex Anal. 19, No. 9, 1555--1562 (2018; Zbl 1458.62260) Full Text: Link
Cox, T. F.; Arnold, D. S. Simple components. (English) Zbl 1516.62226 J. Appl. Stat. 45, No. 1, 83-99 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{T. F. Cox} and \textit{D. S. Arnold}, J. Appl. Stat. 45, No. 1, 83--99 (2018; Zbl 1516.62226) Full Text: DOI
Montanari, Andrea Mean field asymptotics in high-dimensional statistics: from exact results to efficient algorithms. (English) Zbl 1490.68190 Sirakov, Boyan (ed.) et al., Proceedings of the international congress of mathematicians 2018, ICM 2018, Rio de Janeiro, Brazil, August 1–9, 2018. Volume IV. Invited lectures. Hackensack, NJ: World Scientific; Rio de Janeiro: Sociedade Brasileira de Matemática (SBM). 2973-2994 (2018). MSC: 68T05 60K35 62F10 62H25 62J05 62R07 68Q25 82B44 PDFBibTeX XMLCite \textit{A. Montanari}, in: Proceedings of the international congress of mathematicians 2018, ICM 2018, Rio de Janeiro, Brazil, August 1--9, 2018. Volume IV. Invited lectures. Hackensack, NJ: World Scientific; Rio de Janeiro: Sociedade Brasileira de Matemática (SBM). 2973--2994 (2018; Zbl 1490.68190) Full Text: DOI
Koltchinskii, Vladimir Asymptotic efficiency in high-dimensional covariance estimation. (English) Zbl 1451.62057 Sirakov, Boyan (ed.) et al., Proceedings of the international congress of mathematicians 2018, ICM 2018, Rio de Janeiro, Brazil, August 1–9, 2018. Volume IV. Invited lectures. Hackensack, NJ: World Scientific; Rio de Janeiro: Sociedade Brasileira de Matemática (SBM). 2903-2923 (2018). MSC: 62H12 62H25 62G20 62C20 62R10 60B20 00A27 PDFBibTeX XMLCite \textit{V. Koltchinskii}, in: Proceedings of the international congress of mathematicians 2018, ICM 2018, Rio de Janeiro, Brazil, August 1--9, 2018. Volume IV. Invited lectures. Hackensack, NJ: World Scientific; Rio de Janeiro: Sociedade Brasileira de Matemática (SBM). 2903--2923 (2018; Zbl 1451.62057) Full Text: DOI
Cirrincione, Giansalvo; Randazzo, Vincenzo; Pasero, Eros The growing curvilinear component analysis (GCCA) neural network. (English) Zbl 1434.68503 Neural Netw. 103, 108-117 (2018). MSC: 68T07 62H25 68T09 PDFBibTeX XMLCite \textit{G. Cirrincione} et al., Neural Netw. 103, 108--117 (2018; Zbl 1434.68503) Full Text: DOI
Solaro, N.; Barbiero, A.; Manzi, G.; Ferrari, P. A. A simulation comparison of imputation methods for quantitative data in the presence of multiple data patterns. (English) Zbl 07192731 J. Stat. Comput. Simulation 88, No. 18, 3588-3619 (2018). MSC: 62H25 62-07 62-04 62H99 PDFBibTeX XMLCite \textit{N. Solaro} et al., J. Stat. Comput. Simulation 88, No. 18, 3588--3619 (2018; Zbl 07192731) Full Text: DOI
Rodrigues, Paulo Canas; Tuy, Pétala G. S. E.; Mahmoudvand, Rahim Randomized singular spectrum analysis for long time series. (English) Zbl 07192639 J. Stat. Comput. Simulation 88, No. 10, 1921-1935 (2018). MSC: 62M10 62M15 62H25 91B84 PDFBibTeX XMLCite \textit{P. C. Rodrigues} et al., J. Stat. Comput. Simulation 88, No. 10, 1921--1935 (2018; Zbl 07192639) Full Text: DOI
Fan, Wenliang; Liu, Runyu; Ang, Alfredo H.-S.; Li, Zhengliang A new point estimation method for statistical moments based on dimension-reduction method and direct numerical integration. (English) Zbl 1462.62150 Appl. Math. Modelling 62, 664-679 (2018). MSC: 62F10 62H25 62-08 PDFBibTeX XMLCite \textit{W. Fan} et al., Appl. Math. Modelling 62, 664--679 (2018; Zbl 1462.62150) Full Text: DOI Link
Bhat, Satish; Vidya, R. Partial least-squares and other biased regression methods: a comparative study. (English) Zbl 1428.62329 Thail. Stat. 16, No. 1, 38-55 (2018). MSC: 62J07 62H25 PDFBibTeX XMLCite \textit{S. Bhat} and \textit{R. Vidya}, Thail. Stat. 16, No. 1, 38--55 (2018; Zbl 1428.62329)
Tabak, Esteban G.; Trigila, Giulio Conditional expectation estimation through attributable components. (English) Zbl 1475.62141 Inf. Inference 7, No. 4, 727-754 (2018). MSC: 62G07 62H25 62P12 PDFBibTeX XMLCite \textit{E. G. Tabak} and \textit{G. Trigila}, Inf. Inference 7, No. 4, 727--754 (2018; Zbl 1475.62141) Full Text: DOI
Mitsuhiro, Masaki; Yadohisa, Hiroshi A unified representation of simultaneous analysis methods of reduction and clustering. (English) Zbl 1430.62139 Jpn. J. Stat. Data Sci. 1, No. 2, 393-412 (2018). MSC: 62H30 15A23 62H25 PDFBibTeX XMLCite \textit{M. Mitsuhiro} and \textit{H. Yadohisa}, Jpn. J. Stat. Data Sci. 1, No. 2, 393--412 (2018; Zbl 1430.62139) Full Text: DOI
Xia, Yemao; Ling, Yaobin; Xiong, Shuangcan Bayesian inferences on two-part factor analysis model. (Chinese. English summary) Zbl 1438.62058 Math. Appl. 31, No. 4, 761-778 (2018). MSC: 62F15 62H25 62P10 PDFBibTeX XMLCite \textit{Y. Xia} et al., Math. Appl. 31, No. 4, 761--778 (2018; Zbl 1438.62058)
Song, Jiaying; Ge, Yaping The application of logistic regression in binary task pricing model. (Chinese. English summary) Zbl 1438.62129 J. Nanjing Norm. Univ., Nat. Sci. Ed. 41, No. 4, 33-38 (2018). MSC: 62J05 62H25 91G30 62P20 62J12 62R07 PDFBibTeX XMLCite \textit{J. Song} and \textit{Y. Ge}, J. Nanjing Norm. Univ., Nat. Sci. Ed. 41, No. 4, 33--38 (2018; Zbl 1438.62129) Full Text: DOI
Ding, Hui; Xu, Wenchao; Zhu, Hanbing; Wang, Guochang; Zhang, Tao; Zhang, Riquan Review of regression analysis for functional data. (Chinese. English summary) Zbl 1438.62120 Chin. J. Appl. Probab. Stat. 34, No. 6, 630-654 (2018). MSC: 62J02 62H25 62R10 PDFBibTeX XMLCite \textit{H. Ding} et al., Chin. J. Appl. Probab. Stat. 34, No. 6, 630--654 (2018; Zbl 1438.62120) Full Text: DOI
Zhao, Huaqing; Mitra, Nandita; Kanetsky, Peter A.; Nathanson, Katherine L.; Rebbeck, Timothy R. A practical approach to adjusting for population stratification in genome-wide association studies: principal components and propensity scores (PCAPS). (English) Zbl 1420.92080 Stat. Appl. Genet. Mol. Biol. 17, No. 6, Article ID 20170054, 12 p. (2018). MSC: 92D10 62P10 62H25 PDFBibTeX XMLCite \textit{H. Zhao} et al., Stat. Appl. Genet. Mol. Biol. 17, No. 6, Article ID 20170054, 12 p. (2018; Zbl 1420.92080) Full Text: DOI Link
Smaga, Łukasz; Matsui, Hidetoshi A note on variable selection in functional regression via random subspace method. (English) Zbl 1427.62032 Stat. Methods Appl. 27, No. 3, 455-477 (2018). MSC: 62G08 62J05 62H25 PDFBibTeX XMLCite \textit{Ł. Smaga} and \textit{H. Matsui}, Stat. Methods Appl. 27, No. 3, 455--477 (2018; Zbl 1427.62032) Full Text: DOI
Lee, Jaylen; Ciccarello, Shannon; Acharjee, Mithun; Das, Kumer Dimension reduction of gene expression data. (English) Zbl 1425.62083 J. Stat. Theory Pract. 12, No. 2, 450-461 (2018). MSC: 62H25 62P10 92D20 62J02 PDFBibTeX XMLCite \textit{J. Lee} et al., J. Stat. Theory Pract. 12, No. 2, 450--461 (2018; Zbl 1425.62083) Full Text: DOI
Simchowitz, Max; El Alaoui, Ahmed; Recht, Benjamin Tight query complexity lower bounds for PCA via finite sample deformed Wigner law. (English) Zbl 1428.68168 Diakonikolas, Ilias (ed.) et al., Proceedings of the 50th annual ACM SIGACT symposium on theory of computing, STOC ’18, Los Angeles, CA, USA, June 25–29, 2018. New York, NY: Association for Computing Machinery (ACM). 1249-1259 (2018). MSC: 68Q17 15B52 62H25 PDFBibTeX XMLCite \textit{M. Simchowitz} et al., in: Proceedings of the 50th annual ACM SIGACT symposium on theory of computing, STOC '18, Los Angeles, CA, USA, June 25--29, 2018. New York, NY: Association for Computing Machinery (ACM). 1249--1259 (2018; Zbl 1428.68168) Full Text: DOI arXiv
Waller, Niels G. Direct Schmid-Leiman transformations and rank-deficient loadings matrices. (English) Zbl 1422.62361 Psychometrika 83, No. 4, 858-870 (2018). MSC: 62P15 62H25 PDFBibTeX XMLCite \textit{N. G. Waller}, Psychometrika 83, No. 4, 858--870 (2018; Zbl 1422.62361) Full Text: DOI
Jeon, Minjeong; Rijmen, Frank; Rabe-Hesketh, Sophia CFA models with a general factor and multiple sets of secondary factors. (English) Zbl 1422.62351 Psychometrika 83, No. 4, 785-808 (2018). MSC: 62P15 62J10 62H25 PDFBibTeX XMLCite \textit{M. Jeon} et al., Psychometrika 83, No. 4, 785--808 (2018; Zbl 1422.62351) Full Text: DOI
Jin, Shaobo; Moustaki, Irini; Yang-Wallentin, Fan Approximated penalized maximum likelihood for exploratory factor analysis: an orthogonal case. (English) Zbl 1422.62352 Psychometrika 83, No. 3, 628-649 (2018). MSC: 62P15 62H25 PDFBibTeX XMLCite \textit{S. Jin} et al., Psychometrika 83, No. 3, 628--649 (2018; Zbl 1422.62352) Full Text: DOI Link
Jordan, Pascal; Spiess, Martin On fair person classification based on efficient factor score estimates in the multidimensional factor analysis model. (English) Zbl 1422.62353 Psychometrika 83, No. 3, 563-585 (2018). MSC: 62P15 62H25 62H30 PDFBibTeX XMLCite \textit{P. Jordan} and \textit{M. Spiess}, Psychometrika 83, No. 3, 563--585 (2018; Zbl 1422.62353) Full Text: DOI
Auda, Hend A.; Ismail, Mohamed A.; Rashed, Ali A. Wilcoxon rank based principal component analysis. (English) Zbl 1422.62209 Adv. Appl. Stat. 52, No. 6, 431-447 (2018). MSC: 62H25 62P20 62G07 PDFBibTeX XMLCite \textit{H. A. Auda} et al., Adv. Appl. Stat. 52, No. 6, 431--447 (2018; Zbl 1422.62209) Full Text: DOI
Rahmanishamsi, Jafar; Dolati, Ali; Aghabozorgi, Masoudreza R. A copula based ICA algorithm and its application to time series clustering. (English) Zbl 1422.62226 J. Classif. 35, No. 2, 230-249 (2018). MSC: 62H30 62H25 62H05 62M10 62P05 91B84 PDFBibTeX XMLCite \textit{J. Rahmanishamsi} et al., J. Classif. 35, No. 2, 230--249 (2018; Zbl 1422.62226) Full Text: DOI
Alfahad, Mai F.; Kent, John T.; Mardia, Kanti V. Statistical shape methodology for the analysis of helices. (English) Zbl 1422.62180 Sankhyā, Ser. A 80, No. 1, Suppl., 8-32 (2018). MSC: 62H11 62P10 92C40 62H25 PDFBibTeX XMLCite \textit{M. F. Alfahad} et al., Sankhyā, Ser. A 80, No. 1, 8--32 (2018; Zbl 1422.62180) Full Text: DOI
Bickel, Peter J.; Kur, Gil; Nadler, Boaz Projection pursuit in high dimensions. (English) Zbl 1416.62320 Proc. Natl. Acad. Sci. USA 115, No. 37, 9151-9156 (2018). MSC: 62H25 60F05 PDFBibTeX XMLCite \textit{P. J. Bickel} et al., Proc. Natl. Acad. Sci. USA 115, No. 37, 9151--9156 (2018; Zbl 1416.62320) Full Text: DOI
Liu, Enjiang; Song, Yunsheng; Liang, Jiye An accelerator for kernel ridge regression algorithms based on data partition. (Chinese. English summary) Zbl 1424.68121 J. Univ. Sci. Technol. China 48, No. 4, 284-289 (2018). MSC: 68T05 62H25 62J07 PDFBibTeX XMLCite \textit{E. Liu} et al., J. Univ. Sci. Technol. China 48, No. 4, 284--289 (2018; Zbl 1424.68121) Full Text: DOI
Liu, Liping Estimation of high dimensional portfolio risk. (Chinese. English summary) Zbl 1424.62095 J. Syst. Sci. Math. Sci. 38, No. 8, 919-930 (2018). MSC: 62H12 91G10 62P05 62H25 PDFBibTeX XMLCite \textit{L. Liu}, J. Syst. Sci. Math. Sci. 38, No. 8, 919--930 (2018; Zbl 1424.62095)
Wang, Wenshan; Zhao, Shishun Statistical properties of almost unbiased estimate under balance loss function. (Chinese. English summary) Zbl 1424.62121 J. Jilin Univ., Sci. 56, No. 4, 871-876 (2018). MSC: 62J05 62J07 62H25 PDFBibTeX XMLCite \textit{W. Wang} and \textit{S. Zhao}, J. Jilin Univ., Sci. 56, No. 4, 871--876 (2018; Zbl 1424.62121) Full Text: DOI
Chen, Gang; Ding, Huiling Stabilization algorithm of fuzzy time series based on principal component analysis. (Chinese. English summary) Zbl 1424.62136 Control Decis. 33, No. 9, 1643-1648 (2018). MSC: 62M10 62H25 03E72 62M86 62J10 PDFBibTeX XMLCite \textit{G. Chen} and \textit{H. Ding}, Control Decis. 33, No. 9, 1643--1648 (2018; Zbl 1424.62136) Full Text: DOI
Ispány, Márton; Reisen, Valdério A.; Franco, Glaura C.; Bondon, Pascal; Cotta, Higor H. A.; Filho, Paulo R. P.; Serpa, Faradiba S. On generalized additive models with dependent time series covariates. (English) Zbl 1414.62367 Rojas, Ignacio (ed.) et al., Time series analysis and forecasting. Selected contributions from the international work-conference on time series, ITISE 2017, Granada, Spain, September 18–20, 107. Cham: Springer. Contrib. Stat., 289-308 (2018). MSC: 62M10 62J12 62H25 PDFBibTeX XMLCite \textit{M. Ispány} et al., in: Time series analysis and forecasting. Selected contributions from the international work-conference on time series, ITISE 2017, Granada, Spain, September 18--20, 2017. Cham: Springer. 289--308 (2018; Zbl 1414.62367) Full Text: DOI Link
Chen, Yuxin; Makarov, Roman N. Modelling asynchronous assets with jump-diffusion processes. (English) Zbl 1414.62416 Kilgour, D. Marc (ed.) et al., Recent advances in mathematical and statistical methods. IV AMMCS international conference, Waterloo, Canada, August 20–25, 2017. Cham: Springer. Springer Proc. Math. Stat. 259, 477-487 (2018). MSC: 62P05 62H25 62M10 91B84 PDFBibTeX XMLCite \textit{Y. Chen} and \textit{R. N. Makarov}, Springer Proc. Math. Stat. 259, 477--487 (2018; Zbl 1414.62416) Full Text: DOI
Bunea, Florentina (ed.); Rohde, Angelika (ed.); Wolfe, Patrick (ed.); Zhou, Harrison H. (ed.) Matrix estimation meets statistical network analysis: extracting low-dimensional structures in high dimension. Abstracts from the workshop held June 17–23, 2018. (English) Zbl 1409.00075 Oberwolfach Rep. 15, No. 2, 1745-1783 (2018). MSC: 00B05 00B25 62-06 62G05 62H12 62H25 62-07 90B15 05C80 PDFBibTeX XMLCite \textit{F. Bunea} (ed.) et al., Oberwolfach Rep. 15, No. 2, 1745--1783 (2018; Zbl 1409.00075) Full Text: DOI
Cappozzo, Andrea; Ferraccioli, Federico; Stefanucci, Marco; Secchi, Piercesare An object oriented approach to multimodal imaging data in neuroscience. (English) Zbl 1414.92160 Canale, Antonio (ed.) et al., Studies in neural data science. StartUp research 2017, Siena, Italy, June 25–27, 2017. Cham: Springer. Springer Proc. Math. Stat. 257, 57-73 (2018). MSC: 92C55 92B20 92C20 PDFBibTeX XMLCite \textit{A. Cappozzo} et al., Springer Proc. Math. Stat. 257, 57--73 (2018; Zbl 1414.92160) Full Text: DOI Link
Bougeard, Stéphanie; Abdi, Hervé; Saporta, Gilbert; Niang, Ndèye Clusterwise analysis for multiblock component methods. (English) Zbl 1414.62231 Adv. Data Anal. Classif., ADAC 12, No. 2, 285-313 (2018). MSC: 62H30 62H25 91C20 PDFBibTeX XMLCite \textit{S. Bougeard} et al., Adv. Data Anal. Classif., ADAC 12, No. 2, 285--313 (2018; Zbl 1414.62231) Full Text: DOI Link
Bove, Giuseppe; Okada, Akinori Methods for the analysis of asymmetric pairwise relationships. (English) Zbl 1414.91297 Adv. Data Anal. Classif., ADAC 12, No. 1, 5-31 (2018). MSC: 91C15 91C20 62H25 62H30 PDFBibTeX XMLCite \textit{G. Bove} and \textit{A. Okada}, Adv. Data Anal. Classif., ADAC 12, No. 1, 5--31 (2018; Zbl 1414.91297) Full Text: DOI
Kang, Bo; Lijffijt, Jefrey; Santos-Rodríguez, Raúl; De Bie, Tijl SICA: subjectively interesting component analysis. (English) Zbl 1416.62327 Data Min. Knowl. Discov. 32, No. 4, 949-987 (2018). MSC: 62H25 62H05 68T05 PDFBibTeX XMLCite \textit{B. Kang} et al., Data Min. Knowl. Discov. 32, No. 4, 949--987 (2018; Zbl 1416.62327) Full Text: DOI
Lecron, Fabian; Fouss, François An optimization model for collaborative recommendation using a covariance-based regularizer. (English) Zbl 1411.68151 Data Min. Knowl. Discov. 32, No. 3, 651-674 (2018). MSC: 68T35 15A23 62H25 90C25 90C90 PDFBibTeX XMLCite \textit{F. Lecron} and \textit{F. Fouss}, Data Min. Knowl. Discov. 32, No. 3, 651--674 (2018; Zbl 1411.68151) Full Text: DOI
Yata, Kazuyoshi; Aoshima, Makoto; Nakayama, Yugo A test of sphericity for high-dimensional data and its application for detection of divergently spiked noise. (English) Zbl 1418.62241 Sequential Anal. 37, No. 3, 397-411 (2018). Reviewer: Fabio Rapallo (Alessandria) MSC: 62H15 62H25 62E10 62H10 62L10 92D10 62P10 PDFBibTeX XMLCite \textit{K. Yata} et al., Sequential Anal. 37, No. 3, 397--411 (2018; Zbl 1418.62241) Full Text: DOI Link
Li, Jialiang; Zhang, Wenyang; Kong, Efang Factor models for asset returns based on transformed factors. (English) Zbl 1452.62777 J. Econom. 207, No. 2, 432-448 (2018). MSC: 62P05 62H25 PDFBibTeX XMLCite \textit{J. Li} et al., J. Econom. 207, No. 2, 432--448 (2018; Zbl 1452.62777) Full Text: DOI arXiv Link
Thomas, Zachary M.; MacEachern, Steven N.; Peruggia, Mario Reconciling curvature and importance sampling based procedures for summarizing case influence in Bayesian models. (English) Zbl 1409.62126 J. Am. Stat. Assoc. 113, No. 524, 1669-1683 (2018). MSC: 62H25 62F15 62J20 PDFBibTeX XMLCite \textit{Z. M. Thomas} et al., J. Am. Stat. Assoc. 113, No. 524, 1669--1683 (2018; Zbl 1409.62126) Full Text: DOI
Elmi, Angelo F.; Grantz, Katherine L.; Albert, Paul S. An approximate joint model for multiple paired longitudinal outcomes and time-to-event data. (English) Zbl 1414.62441 Biometrics 74, No. 3, 1112-1119 (2018). MSC: 62P10 62H25 62J15 PDFBibTeX XMLCite \textit{A. F. Elmi} et al., Biometrics 74, No. 3, 1112--1119 (2018; Zbl 1414.62441) Full Text: DOI Link
Sohn, Michael B.; Li, Hongzhe A GLM-based latent variable ordination method for microbiome samples. (English) Zbl 1415.62136 Biometrics 74, No. 2, 448-457 (2018). MSC: 62P10 62H25 92D20 PDFBibTeX XMLCite \textit{M. B. Sohn} and \textit{H. Li}, Biometrics 74, No. 2, 448--457 (2018; Zbl 1415.62136) Full Text: DOI Link
Zhang, Yuping; Ouyang, Zhengqing Joint principal trend analysis for longitudinal high-dimensional data. (English) Zbl 1415.62147 Biometrics 74, No. 2, 430-438 (2018). MSC: 62P10 62H25 92D20 PDFBibTeX XMLCite \textit{Y. Zhang} and \textit{Z. Ouyang}, Biometrics 74, No. 2, 430--438 (2018; Zbl 1415.62147) Full Text: DOI
Montagna, Silvia; Wager, Tor; Barrett, Lisa Feldman; Johnson, Timothy D.; Nichols, Thomas E. Spatial Bayesian latent factor regression modeling of coordinate-based meta-analysis data. (English) Zbl 1415.62125 Biometrics 74, No. 1, 342-353 (2018). MSC: 62P10 62H35 62H25 62G08 PDFBibTeX XMLCite \textit{S. Montagna} et al., Biometrics 74, No. 1, 342--353 (2018; Zbl 1415.62125) Full Text: DOI arXiv Link
Zhou, Yi-hui; Marron, James S.; Wright, Fred A. Computation of ancestry scores with mixed families and unrelated individuals. (English) Zbl 1415.62150 Biometrics 74, No. 1, 155-164 (2018). MSC: 62P10 62H20 62G35 92D25 62H25 92D20 PDFBibTeX XMLCite \textit{Y.-h. Zhou} et al., Biometrics 74, No. 1, 155--164 (2018; Zbl 1415.62150) Full Text: DOI arXiv
Tekwe, Carmen D.; Zoh, Roger S.; Bazer, Fuller W.; Wu, Guoyao; Carroll, Raymond J. Functional multiple indicators, multiple causes measurement error models. (English) Zbl 1415.62140 Biometrics 74, No. 1, 127-134 (2018). MSC: 62P10 62H25 62J15 PDFBibTeX XMLCite \textit{C. D. Tekwe} et al., Biometrics 74, No. 1, 127--134 (2018; Zbl 1415.62140) Full Text: DOI Link
Kong, Dehan; Ibrahim, Joseph G.; Lee, Eunjee; Zhu, Hongtu FLCRM: functional linear Cox regression model. (English) Zbl 1415.62111 Biometrics 74, No. 1, 109-117 (2018). MSC: 62P10 62H25 62J05 PDFBibTeX XMLCite \textit{D. Kong} et al., Biometrics 74, No. 1, 109--117 (2018; Zbl 1415.62111) Full Text: DOI Link
Gross, Elizabeth; Petrović, Sonja; Richards, Donald; Stasi, Despina The multiple roots phenomenon in maximum likelihood estimation for factor analysis. (English) Zbl 1411.62058 Hibi, Takayuki (ed.), The 50th anniversary of Gröbner bases. Proceedings of the 8th Mathematical Society of Japan-Seasonal Institute (MSJ-SI 2015), Osaka, Japan, July 1–10, 2015. Tokyo: Mathematical Society of Japan (MSJ). Adv. Stud. Pure Math. 77, 109-119 (2018). MSC: 62F10 62N02 62H25 62H12 62H20 62F30 PDFBibTeX XMLCite \textit{E. Gross} et al., Adv. Stud. Pure Math. 77, 109--119 (2018; Zbl 1411.62058) Full Text: arXiv
Odom, Gabriel J.; Newhart, Kathryn B.; Cath, Tzahi Y.; Hering, Amanda S. Multistate multivariate statistical process control. (English) Zbl 1414.62512 Appl. Stoch. Models Bus. Ind. 34, No. 6, 880-892 (2018). MSC: 62P30 62H25 62M10 PDFBibTeX XMLCite \textit{G. J. Odom} et al., Appl. Stoch. Models Bus. Ind. 34, No. 6, 880--892 (2018; Zbl 1414.62512) Full Text: DOI
Babatas, Eren; Erdogan, Alper T. An algorithmic framework for sparse bounded component analysis. (English) Zbl 1415.94049 IEEE Trans. Signal Process. 66, No. 19, 5194-5205 (2018). MSC: 94A12 62H25 PDFBibTeX XMLCite \textit{E. Babatas} and \textit{A. T. Erdogan}, IEEE Trans. Signal Process. 66, No. 19, 5194--5205 (2018; Zbl 1415.94049) Full Text: DOI
Fecková Škrabuľáková, Erika From multicriterial data analysis up to the exclusive contract. (English) Zbl 1505.62514 Tatra Mt. Math. Publ. 72, 17-29 (2018). MSC: 62P30 62H25 PDFBibTeX XMLCite \textit{E. Fecková Škrabuľáková}, Tatra Mt. Math. Publ. 72, 17--29 (2018; Zbl 1505.62514) Full Text: DOI
Bénasséni, Jacques A correction of approximations used in sensitivity study of principal component analysis. (English) Zbl 1417.62162 Comput. Stat. 33, No. 4, 1939-1955 (2018). MSC: 62H25 15A18 62-08 PDFBibTeX XMLCite \textit{J. Bénasséni}, Comput. Stat. 33, No. 4, 1939--1955 (2018; Zbl 1417.62162) Full Text: DOI
Song, Jiyeon; Shin, Seung Jun Stability approach to selecting the number of principal components. (English) Zbl 1417.62167 Comput. Stat. 33, No. 4, 1923-1938 (2018). MSC: 62H25 62-08 PDFBibTeX XMLCite \textit{J. Song} and \textit{S. J. Shin}, Comput. Stat. 33, No. 4, 1923--1938 (2018; Zbl 1417.62167) Full Text: DOI
Chiquet, Julien; Mariadassou, Mahendra; Robin, Stéphane Variational inference for probabilistic Poisson PCA. (English) Zbl 1412.62194 Ann. Appl. Stat. 12, No. 4, 2674-2698 (2018). MSC: 62P12 62H25 PDFBibTeX XMLCite \textit{J. Chiquet} et al., Ann. Appl. Stat. 12, No. 4, 2674--2698 (2018; Zbl 1412.62194) Full Text: DOI arXiv Euclid
Chu, Ba; Huynh, Kim; Jacho-Chávez, David; Kryvtsov, Oleksiy On the evolution of the united kingdom price distributions. (English) Zbl 1412.62198 Ann. Appl. Stat. 12, No. 4, 2618-2646 (2018). MSC: 62P20 62H25 PDFBibTeX XMLCite \textit{B. Chu} et al., Ann. Appl. Stat. 12, No. 4, 2618--2646 (2018; Zbl 1412.62198) Full Text: DOI Euclid
Peng, Ping; Hu, Guikai Robust predictor of finite population regression coefficient under a balanced loss function. (Chinese. English summary) Zbl 1424.62097 J. Nat. Sci. Heilongjiang Univ. 35, No. 2, 175-179 (2018). MSC: 62H12 62J05 62G35 62H25 PDFBibTeX XMLCite \textit{P. Peng} and \textit{G. Hu}, J. Nat. Sci. Heilongjiang Univ. 35, No. 2, 175--179 (2018; Zbl 1424.62097) Full Text: DOI
Zhang, Tao; Wan, Yanling; Wang, Zhiwen Joint detection for partial linear functional polynomial model. (Chinese. English summary) Zbl 1424.62081 Acta Math. Appl. Sin. 41, No. 1, 110-123 (2018). MSC: 62G08 62G20 62H25 PDFBibTeX XMLCite \textit{T. Zhang} et al., Acta Math. Appl. Sin. 41, No. 1, 110--123 (2018; Zbl 1424.62081)
Zhang, Shucong; Pan, Jing; Zhou, Yong Robust conditional nonparametric independence screening for ultrahigh-dimensional data. (English) Zbl 1414.62140 Stat. Probab. Lett. 143, 95-101 (2018). MSC: 62G08 62G35 62H25 PDFBibTeX XMLCite \textit{S. Zhang} et al., Stat. Probab. Lett. 143, 95--101 (2018; Zbl 1414.62140) Full Text: DOI
McCullagh, Peter Tensor methods in statistics. 2nd edition, revised and updated reprint of the 1987 original published by Chapman & Hall. (English) Zbl 1407.62021 Mineola, NY: Dover Publications (ISBN 978-0-486-82378-2; 978-0-486-83269-2/ebook). xiii, 295 p. (2018). MSC: 62-02 62A01 15A69 53A45 62E20 62H25 PDFBibTeX XMLCite \textit{P. McCullagh}, Tensor methods in statistics. 2nd edition, revised and updated reprint of the 1987 original published by Chapman \& Hall. Mineola, NY: Dover Publications (2018; Zbl 1407.62021)
Painsky, Amichai; Rosset, Saharon; Feder, Meir Linear independent component analysis over finite fields: algorithms and bounds. (English) Zbl 1415.94199 IEEE Trans. Signal Process. 66, No. 22, 5875-5886 (2018). MSC: 94A12 62H25 11T71 PDFBibTeX XMLCite \textit{A. Painsky} et al., IEEE Trans. Signal Process. 66, No. 22, 5875--5886 (2018; Zbl 1415.94199) Full Text: DOI arXiv
Ablin, Pierre; Cardoso, Jean-François; Gramfort, Alexandre Faster independent component analysis by preconditioning with Hessian approximations. (English) Zbl 1414.62204 IEEE Trans. Signal Process. 66, No. 15, 4040-4049 (2018). MSC: 62H25 65F08 94A12 PDFBibTeX XMLCite \textit{P. Ablin} et al., IEEE Trans. Signal Process. 66, No. 15, 4040--4049 (2018; Zbl 1414.62204) Full Text: DOI arXiv
Tsagkarakis, Nicholas; Markopoulos, Panos P.; Sklivanitis, George; Pados, Dimitris A. L1-norm principal-component analysis of complex data. (English) Zbl 1414.90377 IEEE Trans. Signal Process. 66, No. 12, 3256-3267 (2018). MSC: 90C90 62H25 90C20 PDFBibTeX XMLCite \textit{N. Tsagkarakis} et al., IEEE Trans. Signal Process. 66, No. 12, 3256--3267 (2018; Zbl 1414.90377) Full Text: DOI arXiv
Sardarabadi, Ahmad Mouri; van der Veen, Alle-Jan Complex factor analysis and extensions. (English) Zbl 1414.94534 IEEE Trans. Signal Process. 66, No. 4, 954-967 (2018). MSC: 94A12 62H25 PDFBibTeX XMLCite \textit{A. M. Sardarabadi} and \textit{A.-J. van der Veen}, IEEE Trans. Signal Process. 66, No. 4, 954--967 (2018; Zbl 1414.94534) Full Text: DOI
Szabó, Norbert Péter; Dobróka, Mihály Exploratory factor analysis of wireline logs using a float-encoded genetic algorithm. (English) Zbl 1406.86038 Math. Geosci. 50, No. 3, 317-335 (2018). MSC: 86A32 62H25 PDFBibTeX XMLCite \textit{N. P. Szabó} and \textit{M. Dobróka}, Math. Geosci. 50, No. 3, 317--335 (2018; Zbl 1406.86038) Full Text: DOI
Martín-Fernández, J. A.; Pawlowsky-Glahn, V.; Egozcue, J. J.; Tolosona-Delgado, R. Advances in principal balances for compositional data. (English) Zbl 1407.62219 Math. Geosci. 50, No. 3, 273-298 (2018). MSC: 62H25 62H11 86A32 PDFBibTeX XMLCite \textit{J. A. Martín-Fernández} et al., Math. Geosci. 50, No. 3, 273--298 (2018; Zbl 1407.62219) Full Text: DOI
Liu, Bowen; Duan, Xiaojun; Yan, Liang A novel Bayesian method for calculating circular error probability with systematic-biased prior information. (English) Zbl 1427.93175 Math. Probl. Eng. 2018, Article ID 5930109, 9 p. (2018). MSC: 93C95 93E10 62H30 62H25 62-08 62F15 PDFBibTeX XMLCite \textit{B. Liu} et al., Math. Probl. Eng. 2018, Article ID 5930109, 9 p. (2018; Zbl 1427.93175) Full Text: DOI
Serhiyenko, Volodymyr; Ravishanker, Nalini; Venkatesan, Rajkumar Multi-stage multivariate modeling of temporal patterns in prescription counts for competing drugs in a therapeutic category. (English) Zbl 1411.62328 Appl. Stoch. Models Bus. Ind. 34, No. 1, 61-78 (2018). MSC: 62P10 62H25 62H30 62M10 PDFBibTeX XMLCite \textit{V. Serhiyenko} et al., Appl. Stoch. Models Bus. Ind. 34, No. 1, 61--78 (2018; Zbl 1411.62328) Full Text: DOI
Gonen, Alon; Gilad-Bachrach, Ran Smooth sensitivity based approach for differentially private principal component analysis. (English) Zbl 1405.68109 Janoos, Firdaus (ed.) et al., Algorithmic learning theory 2018. Proceedings of the 29th international conference (ALT 2018), Lanzarote, Spain, April 7–9, 2018. [s.l.]: Proceedings of Machine Learning Research PMLR. Proceedings of Machine Learning Research (PMLR) 83, 438-450 (2018). MSC: 68P25 62H25 PDFBibTeX XMLCite \textit{A. Gonen} and \textit{R. Gilad-Bachrach}, Proc. Mach. Learn. Res. (PMLR) 83, 438--450 (2018; Zbl 1405.68109) Full Text: arXiv Link
Liao, Shuangli; Gao, Quanxue; Yang, Zhaohua; Chen, Fang; Nie, Feiping; Han, Jungong Discriminant analysis via joint Euler transform and \(\ell_{2,1}\)-norm. (English) Zbl 1409.94334 IEEE Trans. Image Process. 27, No. 11, 5668-5682 (2018). MSC: 94A08 62H30 62H25 62H35 PDFBibTeX XMLCite \textit{S. Liao} et al., IEEE Trans. Image Process. 27, No. 11, 5668--5682 (2018; Zbl 1409.94334) Full Text: DOI
Budianto; Lun, Daniel P. K.; Chan, Yuk-Hee Robust single-shot fringe projection profilometry based on morphological component analysis. (English) Zbl 1409.94042 IEEE Trans. Image Process. 27, No. 11, 5393-5405 (2018). MSC: 94A08 62H25 PDFBibTeX XMLCite \textit{Budianto} et al., IEEE Trans. Image Process. 27, No. 11, 5393--5405 (2018; Zbl 1409.94042) Full Text: DOI
Shi, Guangming; Huang, Tao; Dong, Weisheng; Wu, Jinjian; Xie, Xuemei Robust foreground estimation via structured Gaussian scale mixture modeling. (English) Zbl 1409.62130 IEEE Trans. Image Process. 27, No. 10, 4810-4824 (2018). MSC: 62H35 62F35 62H25 90C15 94A08 PDFBibTeX XMLCite \textit{G. Shi} et al., IEEE Trans. Image Process. 27, No. 10, 4810--4824 (2018; Zbl 1409.62130) Full Text: DOI
Luong, Huynh Van; Deligiannis, Nikos; Seiler, Jürgen; Forchhammer, Søren; Kaup, André Compressive online robust principal component analysis via \(n-\ell_1\) minimization. (English) Zbl 1409.90242 IEEE Trans. Image Process. 27, No. 9, 4314-4329 (2018). MSC: 90C90 94A12 62H25 PDFBibTeX XMLCite \textit{H. Van Luong} et al., IEEE Trans. Image Process. 27, No. 9, 4314--4329 (2018; Zbl 1409.90242) Full Text: DOI
Kakade, Aishwarya; Kumari, Baby; Dholaniya, Pankaj Singh Feature selection using logistic regression in case-control DNA methylation data of Parkinson’s disease: a comparative study. (English) Zbl 1406.92191 J. Theor. Biol. 457, 14-18 (2018). MSC: 92C40 92C20 62P10 62H25 62J02 PDFBibTeX XMLCite \textit{A. Kakade} et al., J. Theor. Biol. 457, 14--18 (2018; Zbl 1406.92191) Full Text: DOI
Archimbaud, Aurore Unsupervised outlier detection in quality control: an overview. (Détection non-supervisée d’observations atypiques en contrôle de qualité : un survol.) (French. English summary) Zbl 1410.62213 J. SFdS 159, No. 3, 1-39 (2018). MSC: 62P30 62H12 62H25 62G32 PDFBibTeX XMLCite \textit{A. Archimbaud}, J. SFdS 159, No. 3, 1--39 (2018; Zbl 1410.62213) Full Text: Link
Zhang, Teng; Yang, Yi Robust PCA by manifold optimization. (English) Zbl 1478.62157 J. Mach. Learn. Res. 19, Paper No. 80, 39 p. (2018). MSC: 62H25 62F35 90C26 PDFBibTeX XMLCite \textit{T. Zhang} and \textit{Y. Yang}, J. Mach. Learn. Res. 19, Paper No. 80, 39 p. (2018; Zbl 1478.62157) Full Text: arXiv Link
Chiang, Kai-Yang; Dhillon, Inderjit S.; Hsieh, Cho-Jui Using side information to reliably learn low-rank matrices from missing and corrupted observations. (English) Zbl 1476.68226 J. Mach. Learn. Res. 19, Paper No. 76, 35 p. (2018). MSC: 68T05 62F35 62H12 62H25 PDFBibTeX XMLCite \textit{K.-Y. Chiang} et al., J. Mach. Learn. Res. 19, Paper No. 76, 35 p. (2018; Zbl 1476.68226) Full Text: Link
Bendich, Paul; Gasparovic, Ellen; Harer, John; Tralie, Christopher J. Scaffoldings and spines: organizing high-dimensional data using cover trees, local principal component analysis, and persistent homology. (English) Zbl 1405.62069 Chambers, Erin Wolf (ed.) et al., Research in computational topology. Based on the first workshop for women in computational topology, Minneapolis, MN, USA, August 2016. Cham: Springer; Minneapolis, MN: Institute for Mathematics and its Applications (IMA) (ISBN 978-3-319-89592-5/hbk; 978-3-319-89593-2/ebook). Association for Women in Mathematics Series 13, 93-114 (2018). MSC: 62H25 55N35 PDFBibTeX XMLCite \textit{P. Bendich} et al., Assoc. Women Math. Ser. 13, 93--114 (2018; Zbl 1405.62069) Full Text: DOI arXiv
Baek, Changryong; Davis, Richard A.; Pipiras, Vladas Periodic dynamic factor models: estimation approaches and applications. (English) Zbl 1409.62167 Electron. J. Stat. 12, No. 2, 4377-4411 (2018). MSC: 62M10 62H25 62J07 PDFBibTeX XMLCite \textit{C. Baek} et al., Electron. J. Stat. 12, No. 2, 4377--4411 (2018; Zbl 1409.62167) Full Text: DOI Euclid
Fan, Jianqing; Liu, Han; Wang, Weichen; Zhu, Ziwei Heterogeneity adjustment with applications to graphical model inference. (English) Zbl 1409.62124 Electron. J. Stat. 12, No. 2, 3908-3952 (2018). MSC: 62H25 62H35 62P10 PDFBibTeX XMLCite \textit{J. Fan} et al., Electron. J. Stat. 12, No. 2, 3908--3952 (2018; Zbl 1409.62124) Full Text: DOI arXiv Euclid
Chen, Ying; Härdle, Wolfgang K.; He, Qiang; Majer, Piotr Risk related brain regions detection and individual risk classification with 3D image FPCA. (English) Zbl 1408.62182 Stat. Risk. Model. 35, No. 3-4, 89-110 (2018). MSC: 62P10 62H35 62H25 92C55 PDFBibTeX XMLCite \textit{Y. Chen} et al., Stat. Risk. Model. 35, No. 3--4, 89--110 (2018; Zbl 1408.62182) Full Text: DOI
Zhang, Anru; Xia, Dong Tensor SVD: statistical and computational limits. (English) Zbl 1432.62176 IEEE Trans. Inf. Theory 64, No. 11, 7311-7338 (2018). MSC: 62H25 65F15 94A12 15A23 15A69 PDFBibTeX XMLCite \textit{A. Zhang} and \textit{D. Xia}, IEEE Trans. Inf. Theory 64, No. 11, 7311--7338 (2018; Zbl 1432.62176) Full Text: DOI arXiv