Document Search Results

Brentari, Eugenio (ed.) et al., Models for data analysis. SIS 2018. Selected papers based on the presentations at the 49th scientific meeting of the Italian Statistical Society, Palermo, Italy, June 20–22, 2018. Cham: Springer. Springer Proc. Math. Stat. 402, 1-7 (2023).

MSC: 62-XX

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Bette, Henrik M.; Schreckenberg, Michael; Guhr, Thomas

Sensitivity of principal components to system changes in the presence of non-stationarity. (English) Zbl 07919343

J. Stat. Mech. Theory Exp. 2023, No. 10, Article ID 103402, 31 p. (2023).

MSC: 82-XX

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Oh, Soo Min; Choi, Kwangjong; Kahng, B.

Machine learning approach to percolation transitions: global information. (English) Zbl 07915114

J. Stat. Mech. Theory Exp. 2023, No. 8, Article ID 083210, 24 p. (2023).

MSC: 82-XX

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Paindaveine, Davy; Verdebout, Thomas

On the asymptotic behavior of the leading eigenvector of Tyler’s shape estimator under weak identifiability. (English) Zbl 07914292

Yi, Mengxi (ed.) et al., Robust and multivariate statistical methods. Festschrift in honor of David E. Tyler. Cham: Springer. 45-64 (2023).

MSC: 62E20 62F35 62Hxx 62J07

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Mavungu, Masiala

Computation of financial risk using principal component analysis. (English) Zbl 1544.91293

Algorithm. Finance 10, No. 1-2, 1-20 (2023).

MSC: 91G10 62P05 62H25

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Yang, Bin; Chen, Min; Zhou, Jianjun

Testing for error correlation in semi-functional linear models. (English) Zbl 1544.62243

J. Syst. Sci. Complex. 36, No. 4, 1697-1716 (2023).

MSC: 62G08 62G10 62H25 62J05

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Arnone, Eleonora; Negri, Luca; Panzica, Ferruccio; Sangalli, Laura M.

Analyzing data in complicated 3D domains: smoothing, semiparametric regression, and functional principal component analysis. (English) Zbl 1543.62573

Biometrics 79, No. 4, 3510-3521 (2023).

MSC: 62P10

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Chang, Xinyue; Li, Yehua; Li, Yi

Asynchronous and error-prone longitudinal data analysis via functional calibration. (English) Zbl 1543.62584

Biometrics 79, No. 4, 3374-3387 (2023).

MSC: 62P10

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Chen, Rong; Ji, Yuanyuan; Jiang, Guolin; Xiao, Han; Xie, Ruoqing; Zhu, Pingfang

Composite index construction with expert opinion. (English) Zbl 1542.62132

J. Bus. Econ. Stat. 41, No. 1, 67-79 (2023).

MSC: 62P20

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Graffelman, Jan; de Leeuw, Jan

Improved approximation and visualization of the correlation matrix. (English) Zbl 07894976

Am. Stat. 77, No. 4, 432-442 (2023).

MSC: 62-XX

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Wang, Zhihao; Bai, Yongxin; Härdle, Wolfgang K.; Tian, Maozai

Smoothed quantile regression for partially functional linear models in high dimensions. (English) Zbl 1541.62326

Biom. J. 65, No. 7, Article ID 2200060, 34 p. (2023).

MSC: 62P10

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Sang, Peijun

Distance-weighted discrimination for functional data. (English) Zbl 07858722

Stat 12, No. 1, Paper No. e598, 12 p. (2023).

MSC: 62-XX

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Gao, Yuhe; Shi, Chengchun; Song, Rui

Deep spectral Q-learning with application to mobile health. (English) Zbl 07858693

Stat 12, No. 1, Paper No. e564, 16 p. (2023).

MSC: 62-XX

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Kim, Hyunsung; Lim, Yaeji

Functional clustering on a sphere via Riemannian functional principal components. (English) Zbl 07858686

Stat 12, No. 1, Paper No. e557, 9 p. (2023).

MSC: 62-XX

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Jiang, Haiyan; Qin, Shanshan; Madrid Padilla, Oscar Hernan

Feature grouping and sparse principal component analysis with truncated regularization. (English) Zbl 07858668

Stat 12, No. 1, Paper No. e538, 12 p. (2023).

MSC: 62-XX

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Dong, Harry; Tong, Tian; Ma, Cong; Chi, Yuejie

Fast and provable tensor robust principal component analysis via scaled gradient descent. (English) Zbl 07858360

Inf. Inference 12, No. 3, Article ID iaad019, 43 p. (2023).

MSC: 68Txx 68Wxx

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Nie, Chang; Wang, Huan; Zhao, Lu

Adaptive tensor networks decomposition for high-order tensor recovery and compression. (English) Zbl 07830070

Inf. Sci. 629, 667-684 (2023).

MSC: 68Txx

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Hoshiyar, Aisouda; Kiers, Henk A. L.; Gertheiss, Jan

Penalized optimal scaling for ordinal variables with an application to international classification of functioning core sets. (English) Zbl 1534.62198

Br. J. Math. Stat. Psychol. 76, No. 2, 353-371 (2023).

MSC: 62P15

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Zhang, Huanxing; Bi, Hongxu; Wang, Xiaofeng; Zhang, Peng

A joint-norm distance metric 2DPCA for robust dimensionality reduction. (English) Zbl 1535.68312

Inf. Sci. 640, Article ID 119036, 17 p. (2023).

MSC: 68T09 62H25 65F15

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Nesrstová, Viktorie; Jašková, Paulína; Pavlů, Ivana; Hron, Karel; Palarea-Albaladejo, Javier; Gába, Aleš; Pelclová, Jana; Fačevicová, Kamila

Simple enough, but not simpler: reconsidering additive logratio coordinates in compositional analysis. (English) Zbl 1533.62039

SORT 47, No. 2, 269-294 (2023).

MSC: 62H25 62J05

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McRae, Andrew D.; Romberg, Justin; Davenport, Mark A.

Optimal convex lifted sparse phase retrieval and PCA with an atomic matrix norm regularizer. (English) Zbl 1542.94021

IEEE Trans. Inf. Theory 69, No. 3, 1866-1882 (2023).

MSC: 94A12 62H25

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Han, Yuefeng; Zhang, Cun-Hui

Tensor principal component analysis in high dimensional CP models. (English) Zbl 1541.62144

IEEE Trans. Inf. Theory 69, No. 2, 1147-1167 (2023).

MSC: 62H25 65F25

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Li, Yu-Ning; Li, Degui; Fryzlewicz, Piotr

Detection of multiple structural breaks in large covariance matrices. (English) Zbl 1531.62173

J. Bus. Econ. Stat. 41, No. 3, 846-861 (2023).

MSC: 62P20

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Chen, Mingjing

Circularly projected common factors for grouped data. (English) Zbl 1531.62122

J. Bus. Econ. Stat. 41, No. 2, 636-649 (2023).

MSC: 62P20 62H25

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Chambon, Damien; Gerszten, Jacob

A statistical framework for analyzing housing quality: a case study of New York City. (English) Zbl 07800935

Comput. Stat. 38, No. 4, 1669-1685 (2023).

MSC: 62-08

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Zhang, Yong; Mu, Chaoxu; Feng, Yanghe; Zhao, Zhijia

Improved off-policy reinforcement learning algorithm for robust control of unmodeled nonlinear system with asymmetric state constraints. (English) Zbl 1532.93063

Int. J. Robust Nonlinear Control 33, No. 3, 1607-1632 (2023).

MSC: 93B35 93C10 68T05

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Zhang, Ai-Ping; Wang, Guang-Xin; Zhang, Wei; Zhang, Jing-Yu

Cardiovascular disease classification based on a multi-classification integrated model. (English) Zbl 1532.92031

Netw. Heterog. Media 18, No. 4, 1630-1656 (2023).

MSC: 92C32 62P10 62H25

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Beliavsky, G.; Danilova, N.; Yao, K.

Principal component analysis and optimal portfolio. (English) Zbl 1531.91215

J. Math. Sci., New York 271, No. 3, Series A, 368-377 (2023).

MSC: 91G10 62P05 62H25

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Tsiotas, Dimitrios; Tselios, Vassilis

Dimension reduction in the topology of multilayer spatial networks: the case of the interregional commuting in Greece. (English) Zbl 07797527

Netw. Spat. Econ. 23, No. 1, 97-133 (2023).

MSC: 90Bxx 05Cxx 91Dxx

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Gu, Fei; Cheung, Mike W.-L.

A model-based approach to multivariate principal component regression: selecting principal components and estimating standard errors for unstandardized regression coefficients. (English) Zbl 1529.62078

Br. J. Math. Stat. Psychol. 76, No. 3, 605-622 (2023).

MSC: 62P15 62H25

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Tjøstheim, Dag; Jullum, Martin; Løland, Anders

Statistical embedding: beyond principal components. (English) Zbl 07792874

Stat. Sci. 38, No. 3, 411-439 (2023).

MSC: 62-XX

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Greenacre, Michael; Grunsky, Eric; Bacon-Shone, John; Erb, Ionas; Quinn, Thomas

Aitchison’s compositional data analysis 40 years on: a reappraisal. (English) Zbl 07792873

Stat. Sci. 38, No. 3, 386-410 (2023).

MSC: 62-XX

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Zoubouloglou, Pavlos; García-Portugués, Eduardo; Marron, J. S.

Scaled torus principal component analysis. (English) Zbl 07792037

J. Comput. Graph. Stat. 32, No. 3, 1024-1035 (2023).

MSC: 62-XX

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Zou, Jingjing; Lin, Tuo; Di, Chongzhi; Bellettiere, John; Jankowska, Marta M.; Hartman, Sheri J.; Sears, Dorothy D.; LaCroix, Andrea Z.; Rock, Cheryl L.; Natarajan, Loki

A Riemann manifold model framework for longitudinal changes in physical activity patterns. (English) Zbl 07789426

Ann. Appl. Stat. 17, No. 4, 3216-3240 (2023).

MSC: 62Pxx

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Gao, Zhaoxing; Tsay, Ruey S.

Divide-and-conquer: a distributed hierarchical factor approach to modeling large-scale time series data. (English) Zbl 07784939

J. Am. Stat. Assoc. 118, No. 544, 2698-2711 (2023).

MSC: 62-XX

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Wang, Liang; Carvalho, Luis

Deviance matrix factorization. (English) Zbl 07784507

Electron. J. Stat. 17, No. 2, 3762-3810 (2023).

MSC: 62-XX

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Zhang, Xin; Deng, Kai; Mai, Qing

Envelopes and principal component regression. (English) Zbl 07784479

Electron. J. Stat. 17, No. 2, 2447-2484 (2023).

MSC: 62H25 62J12

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Found 2,098 Documents (Results 1–100)

Graphical principal component analysis of multivariate functional time series. (English) Zbl 07956511

Parameter identification by deep learning of a material model for granular media. (English) Zbl 07949336

Sectoral portfolio optimization by judicious selection of financial ratios via PCA. (English) Zbl 07946092

Seeking consensus on subspaces in federated principal component analysis. (English) Zbl 07942680

Spatiotemporal analysis of traffic data: correspondence analysis with fuzzified variables vs. principal component analysis using weather and gas price as extra data. (English) Zbl 07942342

Fractionally integrated curve time series with cointegration. (English) Zbl 07941328

Principal component analysis for zero-inflated compositional data. (English) Zbl 07933711

Elastic functional changepoint detection of climate impacts from localized sources. (English) Zbl 07933658

Functional multivariable logistic regression with an application to HIV viral suppression prediction. (English) Zbl 07932875

Enhancing brain cancer type prediction through machine learning algorithms and feature selection techniques. (English) Zbl 07931839

Modeling correlated pairs of mammogram images. (English) Zbl 1545.62369

Machine learning in viscoelastic fluids via energy-based kernel embedding. (English) Zbl 07922804

A varying coefficient model with matrix valued covariates. (English) Zbl 07919212

A Lagrange-Newton algorithm for tensor sparse principal component analysis. (English) Zbl 07919203

A customized inertial proximal alternating minimization for SVD-free robust principal component analysis. (English) Zbl 07914184

A journey from univariate to multivariate functional time series: a comprehensive review. (English) Zbl 1545.62056

A longitudinal study of the influence of air pollutants on children: a robust multivariate approach. (English) Zbl 07912627

Identifying critical demand scenarios for the robust capacitated network design problem using principal component analysis. (English) Zbl 07907338

A note on switching eigenvalues under small perturbations. (English) Zbl 07905920

Composite expectile estimation in partial functional linear regression model. (English) Zbl 07904784

How to construct a lower risk FOF based on correlation network? The method of principal component risk parity asset allocation. (English) Zbl 07903347

TIHN: tensor improved huber norm for low-rank tensor recovery. (English) Zbl 07900510

Improved quaternion robust principal component analysis for color image recovery. (English) Zbl 1545.94023

Penalized spline estimation of principal components for sparse functional data: rates of convergence. (English) Zbl 07898700

Machine learning predictive model for dynamic response of rising bubbles impacting on a horizontal wall. (English) Zbl 07897574

The future of cryptocurrency market analysis: social media data and user meta-data. (English) Zbl 1542.91432

Robust signal dimension estimation via SURE. (English) Zbl 07889348

Alleviating conditional independence assumption of naive Bayes. (English) Zbl 07889342

Design of hotelling \(T^2\) control chart using various covariance structures. (English) Zbl 07887792

Multi-feature clustering of step data using multivariate functional principal component analysis. (English) Zbl 07887512

Generalized structured component analysis accommodating convex components: a knowledge-based multivariate method with interpretable composite indexes. (English) Zbl 1541.62334

Regular variation in Hilbert spaces and principal component analysis for functional extremes. (English) Zbl 07879389

Clustering of longitudinal curves via a penalized method and EM algorithm. (English) Zbl 07876424

Clustering for bivariate functional data. (English) Zbl 07874577

Perturbation analysis on PCA plus graph embedding methods and PCA plus exponential graph embedding methods. (English) Zbl 07866501

Simultaneous inference and uniform test for eigensystems of functional data. (English) Zbl 1543.62032

Exactly uncorrelated sparse principal component analysis. (English) Zbl 07862319

Statistical significance of clustering with multidimensional scaling. (English) Zbl 07862318

Nonlinear dynamics of contact interaction porous size-dependent Euler-Bernoulli beams resonators with clearance: numerical analysis of the stability problem. (English) Zbl 07861476

Inference for heteroskedastic PCA with missing data. (English) Zbl 1539.62185

Detecting shifts in Conway-Maxwell-Poisson profile with deviance residual-based CUSUM and EWMA charts under multicollinearity. (English) Zbl 1539.62339

Generalized spherical principal component analysis. (English) Zbl 1539.62025

Hypothesis testing for points of impact in functional linear regression. (English) Zbl 07856748

Mean-semivariance portfolio optimization using minimum average partial. (English) Zbl 1537.91286

Robust tensor CUR decompositions: rapid low-Tucker-rank tensor recovery with sparse corruptions. (English) Zbl 07851430

A novel multivariate time series combination prediction model. (English) Zbl 07850683

Robustness of principal component analysis with Spearman’s rank matrix. (English) Zbl 07847114

Linearized maximum rank correlation estimation when covariates are functional. (English) Zbl 07846375

Latent model extreme value index estimation. (English) Zbl 07846374

Estimation and variable selection for generalized functional partially varying coefficient hybrid models. (English) Zbl 1536.62049

PCA rerandomization. (English. French summary) Zbl 07836155

Model selection of Gaussian mixture process and its application. (English) Zbl 07833890

Online monitoring of air quality using PCA-based sequential learning. (English) Zbl 07832661

How are prelaunch online movie reviews related to box office revenues? (English) Zbl 07832628

A two-stage latent factor regression method to model the common and unique effects of multiple highly correlated exposure variables. (English) Zbl 07831692

CUR and generalized CUR decompositions of quaternion matrices and their applications. (English) Zbl 1535.65054

High frequency principal component analysis based on correlation matrix that is robust to jumps, microstructure noise and asynchronous observation times. (English) Zbl 07822324

Sparse recovery of elliptic solvers from matrix-vector products. (English) Zbl 1535.65298

Nonparametric estimation of repeated densities with heterogeneous sample sizes. (English) Zbl 07820374

Functional principal component analysis for cointegrated functional time series. (English) Zbl 07804899

An incremental singular value decomposition approach for large-scale spatially parallel & distributed but temporally serial data – applied to technical flows. (English) Zbl 07803311

Cauchy robust principal component analysis with applications to high-dimensional data sets. (English) Zbl 1529.62018

Statistical learning for nonlinear dynamical systems with applications to aircraft-UAV collisions. (English) Zbl 07937297

Environmental vibration data analysis for damage detection on a civil engineering structure. (English) Zbl 07921400

Sensitivity of principal components to system changes in the presence of non-stationarity. (English) Zbl 07919343

Machine learning approach to percolation transitions: global information. (English) Zbl 07915114

On the asymptotic behavior of the leading eigenvector of Tyler’s shape estimator under weak identifiability. (English) Zbl 07914292

Computation of financial risk using principal component analysis. (English) Zbl 1544.91293

Testing for error correlation in semi-functional linear models. (English) Zbl 1544.62243

Analyzing data in complicated 3D domains: smoothing, semiparametric regression, and functional principal component analysis. (English) Zbl 1543.62573

Asynchronous and error-prone longitudinal data analysis via functional calibration. (English) Zbl 1543.62584

Composite index construction with expert opinion. (English) Zbl 1542.62132

Improved approximation and visualization of the correlation matrix. (English) Zbl 07894976