Guo, Xiao; Zhang, Hai; Chang, Xiangyu On the efficacy of higher-order spectral clustering under weighted stochastic block models. (English) Zbl 07771456 Comput. Stat. Data Anal. 190, Article ID 107872, 15 p. (2024). MSC: 62-08 PDFBibTeX XMLCite \textit{X. Guo} et al., Comput. Stat. Data Anal. 190, Article ID 107872, 15 p. (2024; Zbl 07771456) Full Text: DOI arXiv
Yoshida, Wataru; Hirose, Kei Fast same-step forecast in SUTSE model and its theoretical properties. (English) Zbl 07771453 Comput. Stat. Data Anal. 190, Article ID 107861, 22 p. (2024). MSC: 62-08 PDFBibTeX XMLCite \textit{W. Yoshida} and \textit{K. Hirose}, Comput. Stat. Data Anal. 190, Article ID 107861, 22 p. (2024; Zbl 07771453) Full Text: DOI arXiv
Pronello, Nicola; Ignaccolo, Rosaria; Ippoliti, Luigi; Fontanella, Sara Penalized model-based clustering of complex functional data. (English) Zbl 1523.62033 Stat. Comput. 33, No. 6, Paper No. 122, 20 p. (2023). MSC: 62-08 62H30 62R10 PDFBibTeX XMLCite \textit{N. Pronello} et al., Stat. Comput. 33, No. 6, Paper No. 122, 20 p. (2023; Zbl 1523.62033) Full Text: DOI
Zhang, Ning; Yang, Jin Sparse precision matrix estimation with missing observations. (English) Zbl 07734161 Comput. Stat. 38, No. 3, 1337-1355 (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{N. Zhang} and \textit{J. Yang}, Comput. Stat. 38, No. 3, 1337--1355 (2023; Zbl 07734161) Full Text: DOI
Nezakati, Ensiyeh; Pircalabelu, Eugen Unbalanced distributed estimation and inference for the precision matrix in Gaussian graphical models. (English) Zbl 1516.62021 Stat. Comput. 33, No. 2, Paper No. 47, 14 p. (2023). MSC: 62-08 62H22 PDFBibTeX XMLCite \textit{E. Nezakati} and \textit{E. Pircalabelu}, Stat. Comput. 33, No. 2, Paper No. 47, 14 p. (2023; Zbl 1516.62021) Full Text: DOI
Cui, Junfeng; Wang, Guanghui; Zou, Changliang; Wang, Zhaojun Change-point testing for parallel data sets with FDR control. (English) Zbl 07710196 Comput. Stat. Data Anal. 182, Article ID 107705, 27 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{J. Cui} et al., Comput. Stat. Data Anal. 182, Article ID 107705, 27 p. (2023; Zbl 07710196) Full Text: DOI
Yang, Yihe; Dai, Hongsheng; Pan, Jianxin Block-diagonal precision matrix regularization for ultra-high dimensional data. (English) Zbl 07708446 Comput. Stat. Data Anal. 179, Article ID 107630, 13 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{Y. Yang} et al., Comput. Stat. Data Anal. 179, Article ID 107630, 13 p. (2023; Zbl 07708446) Full Text: DOI
Lee, Seunghwan; Kim, Sang Cheol; Yu, Donghyeon An efficient GPU-parallel coordinate descent algorithm for sparse precision matrix estimation via scaled Lasso. (English) Zbl 07696207 Comput. Stat. 38, No. 1, 217-242 (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{S. Lee} et al., Comput. Stat. 38, No. 1, 217--242 (2023; Zbl 07696207) Full Text: DOI arXiv
Lin, Qihang; Xu, Yangyang Reducing the complexity of two classes of optimization problems by inexact accelerated proximal gradient method. (English) Zbl 07669682 SIAM J. Optim. 33, No. 1, 1-35 (2023). MSC: 65K05 68Q25 90C30 90C60 PDFBibTeX XMLCite \textit{Q. Lin} and \textit{Y. Xu}, SIAM J. Optim. 33, No. 1, 1--35 (2023; Zbl 07669682) Full Text: DOI
Sheng, Tianhong; Li, Bing; Solea, Eftychia On skewed Gaussian graphical models. (English) Zbl 1520.62074 J. Multivariate Anal. 194, Article ID 105129, 19 p. (2023). MSC: 62H22 62H12 62F12 62P10 62-08 PDFBibTeX XMLCite \textit{T. Sheng} et al., J. Multivariate Anal. 194, Article ID 105129, 19 p. (2023; Zbl 1520.62074) Full Text: DOI
Liang, Faming; Xue, Jingnan; Jia, Bochao Markov neighborhood regression for high-dimensional inference. (English) Zbl 1506.62106 J. Am. Stat. Assoc. 117, No. 539, 1200-1214 (2022). MSC: 62-08 62G08 62H22 62P10 68T05 PDFBibTeX XMLCite \textit{F. Liang} et al., J. Am. Stat. Assoc. 117, No. 539, 1200--1214 (2022; Zbl 1506.62106) Full Text: DOI arXiv
Avagyan, Vahe Precision matrix estimation using penalized generalized Sylvester matrix equation. (English) Zbl 1502.62013 Test 31, No. 4, 950-967 (2022). MSC: 62-08 62H22 62H30 15A24 65F45 PDFBibTeX XMLCite \textit{V. Avagyan}, Test 31, No. 4, 950--967 (2022; Zbl 1502.62013) Full Text: DOI
Liu, Chunshan; Kowal, Daniel R.; Vannucci, Marina Dynamic and robust Bayesian graphical models. (English) Zbl 1499.62023 Stat. Comput. 32, No. 6, Paper No. 105, 19 p. (2022). MSC: 62-08 62F15 62H12 62M05 62P10 PDFBibTeX XMLCite \textit{C. Liu} et al., Stat. Comput. 32, No. 6, Paper No. 105, 19 p. (2022; Zbl 1499.62023) Full Text: DOI
Samanta, Srijata; Khare, Kshitij; Michailidis, George A generalized likelihood-based Bayesian approach for scalable joint regression and covariance selection in high dimensions. (English) Zbl 1490.62023 Stat. Comput. 32, No. 3, Paper No. 47, 23 p. (2022). MSC: 62-08 62H12 62F15 62F12 62P10 PDFBibTeX XMLCite \textit{S. Samanta} et al., Stat. Comput. 32, No. 3, Paper No. 47, 23 p. (2022; Zbl 1490.62023) Full Text: DOI arXiv
Avagyan, Vahe; Mei, Xiaoling Precision matrix estimation under data contamination with an application to minimum variance portfolio selection. (English) Zbl 1524.62252 Commun. Stat., Simulation Comput. 51, No. 4, 1381-1400 (2022). MSC: 62H12 62H22 62-08 62P05 PDFBibTeX XMLCite \textit{V. Avagyan} and \textit{X. Mei}, Commun. Stat., Simulation Comput. 51, No. 4, 1381--1400 (2022; Zbl 1524.62252) Full Text: DOI
Tran-Dinh, Quoc; Liang, Ling; Toh, Kim-Chuan A new homotopy proximal variable-metric framework for composite convex minimization. (English) Zbl 1498.90159 Math. Oper. Res. 47, No. 1, 508-539 (2022). Reviewer: Yisheng Song (Hong Kong) MSC: 90C25 90C31 90C06 90-08 PDFBibTeX XMLCite \textit{Q. Tran-Dinh} et al., Math. Oper. Res. 47, No. 1, 508--539 (2022; Zbl 1498.90159) Full Text: DOI arXiv
Choi, Young-Geun; Lee, Seunghwan; Yu, Donghyeon An efficient parallel block coordinate descent algorithm for large-scale precision matrix estimation using graphics processing units. (English) Zbl 1505.62104 Comput. Stat. 37, No. 1, 419-443 (2022). MSC: 62-08 62H12 62H22 PDFBibTeX XMLCite \textit{Y.-G. Choi} et al., Comput. Stat. 37, No. 1, 419--443 (2022; Zbl 1505.62104) Full Text: DOI arXiv
Gan, Lingrui; Narisetty, Naveen; Liang, Feng Bayesian estimation of Gaussian conditional random fields. (English) Zbl 1524.62254 Stat. Sin. 32, No. 1, 131-152 (2022). MSC: 62H12 60G60 62F15 62J07 62-08 PDFBibTeX XMLCite \textit{L. Gan} et al., Stat. Sin. 32, No. 1, 131--152 (2022; Zbl 1524.62254) Full Text: DOI
Gillard, Jonathan; O’Riordan, Emily; Zhigljavsky, Anatoly Simplicial and minimal-variance distances in multivariate data analysis. (English) Zbl 1484.62062 J. Stat. Theory Pract. 16, No. 1, Paper No. 9, 30 p. (2022). MSC: 62H12 62J07 62F12 62-08 PDFBibTeX XMLCite \textit{J. Gillard} et al., J. Stat. Theory Pract. 16, No. 1, Paper No. 9, 30 p. (2022; Zbl 1484.62062) Full Text: DOI
Li, Huazhang; Wang, Yaotian; Yan, Guofen; Sun, Yinge; Tanabe, Seiji; Liu, Chang-Chia; Quigg, Mark S.; Zhang, Tingting A Bayesian state-space approach to mapping directional brain networks. (English) Zbl 1506.62442 J. Am. Stat. Assoc. 116, No. 536, 1637-1647 (2021). MSC: 62P10 62C10 92C20 92B20 92-08 PDFBibTeX XMLCite \textit{H. Li} et al., J. Am. Stat. Assoc. 116, No. 536, 1637--1647 (2021; Zbl 1506.62442) Full Text: DOI arXiv
Tan, Lidan; Chiong, Khai Xiang; Moon, Hyungsik Roger Estimation of high-dimensional seemingly unrelated regression models. (English) Zbl 1491.62041 Econom. Rev. 40, No. 9, 830-851 (2021). MSC: 62H12 62J07 62P10 62E20 62-08 62P20 PDFBibTeX XMLCite \textit{L. Tan} et al., Econom. Rev. 40, No. 9, 830--851 (2021; Zbl 1491.62041) Full Text: DOI arXiv
Burkina, M.; Nazarov, I.; Panov, M.; Fedonin, G.; Shirokikh, B. Inductive matrix completion with feature selection. (English. Russian original) Zbl 1476.62105 Comput. Math. Math. Phys. 61, No. 5, 719-732 (2021); translation from Zh. Vychisl. Mat. Mat. Fiz. 61, No. 5, 744-758 (2021). MSC: 62H12 62J07 62-08 65F05 15A24 PDFBibTeX XMLCite \textit{M. Burkina} et al., Comput. Math. Math. Phys. 61, No. 5, 719--732 (2021; Zbl 1476.62105); translation from Zh. Vychisl. Mat. Mat. Fiz. 61, No. 5, 744--758 (2021) Full Text: DOI
Fan, Xinyan; Zhang, Qingzhao; Ma, Shuangge; Fang, Kuangnan Conditional score matching for high-dimensional partial graphical models. (English) Zbl 1510.62260 Comput. Stat. Data Anal. 153, Article ID 107066, 19 p. (2021). MSC: 62H22 62H12 62F12 62-08 62P10 PDFBibTeX XMLCite \textit{X. Fan} et al., Comput. Stat. Data Anal. 153, Article ID 107066, 19 p. (2021; Zbl 1510.62260) Full Text: DOI
Byrd, Michael; Nghiem, Linh H.; McGee, Monnie Bayesian regularization of Gaussian graphical models with measurement error. (English) Zbl 1510.62425 Comput. Stat. Data Anal. 156, Article ID 107085, 10 p. (2021). MSC: 62P10 62H12 62H22 62J07 62-08 PDFBibTeX XMLCite \textit{M. Byrd} et al., Comput. Stat. Data Anal. 156, Article ID 107085, 10 p. (2021; Zbl 1510.62425) Full Text: DOI arXiv
Zhang, Qingzhao; Ma, Shuangge; Huang, Yuan Promote sign consistency in the joint estimation of precision matrices. (English) Zbl 1510.62243 Comput. Stat. Data Anal. 159, Article ID 107210, 14 p. (2021). MSC: 62H12 62H22 62P10 62-08 PDFBibTeX XMLCite \textit{Q. Zhang} et al., Comput. Stat. Data Anal. 159, Article ID 107210, 14 p. (2021; Zbl 1510.62243) Full Text: DOI
Pun, Chi Seng; Hadimaja, Matthew Zakharia A self-calibrated direct approach to precision matrix estimation and linear discriminant analysis in high dimensions. (English) Zbl 1510.62241 Comput. Stat. Data Anal. 155, Article ID 107105, 20 p. (2021). MSC: 62H12 62F12 62J07 62H30 62-08 PDFBibTeX XMLCite \textit{C. S. Pun} and \textit{M. Z. Hadimaja}, Comput. Stat. Data Anal. 155, Article ID 107105, 20 p. (2021; Zbl 1510.62241) Full Text: DOI
Park, Gunwoong; Kim, Yesool Learning high-dimensional Gaussian linear structural equation models with heterogeneous error variances. (English) Zbl 1510.62069 Comput. Stat. Data Anal. 154, Article ID 107084, 17 p. (2021). MSC: 62-08 62H12 62H22 62P10 68T05 PDFBibTeX XMLCite \textit{G. Park} and \textit{Y. Kim}, Comput. Stat. Data Anal. 154, Article ID 107084, 17 p. (2021; Zbl 1510.62069) Full Text: DOI
Le, Khuyen T.; Chaux, Caroline; Richard, Frédéric J. P.; Guedj, Eric An adapted linear discriminant analysis with variable selection for the classification in high-dimension, and an application to medical data. (English) Zbl 1510.62279 Comput. Stat. Data Anal. 152, Article ID 107031, 12 p. (2020). MSC: 62H30 62H12 62P10 62-08 PDFBibTeX XMLCite \textit{K. T. Le} et al., Comput. Stat. Data Anal. 152, Article ID 107031, 12 p. (2020; Zbl 1510.62279) Full Text: DOI HAL
Peeters, Carel F. W.; van de Wiel, Mark A.; van Wieringen, Wessel N. The spectral condition number plot for regularization parameter evaluation. (English) Zbl 1482.62016 Comput. Stat. 35, No. 2, 629-646 (2020). MSC: 62-08 62A09 PDFBibTeX XMLCite \textit{C. F. W. Peeters} et al., Comput. Stat. 35, No. 2, 629--646 (2020; Zbl 1482.62016) Full Text: DOI arXiv
Fan, Jianqing; Feng, Yang; Xia, Lucy A projection-based conditional dependence measure with applications to high-dimensional undirected graphical models. (English) Zbl 1456.62102 J. Econom. 218, No. 1, 119-139 (2020). MSC: 62H12 62G10 62H22 62-08 62P20 PDFBibTeX XMLCite \textit{J. Fan} et al., J. Econom. 218, No. 1, 119--139 (2020; Zbl 1456.62102) Full Text: DOI arXiv
Park, Jun Young; Polzehl, Joerg; Chatterjee, Snigdhansu; Brechmann, André; Fiecas, Mark Semiparametric modeling of time-varying activation and connectivity in task-based fMRI data. (English) Zbl 1510.62070 Comput. Stat. Data Anal. 150, Article ID 107006, 13 p. (2020). MSC: 62-08 62P10 PDFBibTeX XMLCite \textit{J. Y. Park} et al., Comput. Stat. Data Anal. 150, Article ID 107006, 13 p. (2020; Zbl 1510.62070) Full Text: DOI
Liu, Jin; Ma, Yingying; Wang, Hansheng Semiparametric model for covariance regression analysis. (English) Zbl 1507.62113 Comput. Stat. Data Anal. 142, Article ID 106815, 17 p. (2020). MSC: 62-08 62G08 62H12 62M10 PDFBibTeX XMLCite \textit{J. Liu} et al., Comput. Stat. Data Anal. 142, Article ID 106815, 17 p. (2020; Zbl 1507.62113) Full Text: DOI
Wang, Cheng; Jiang, Binyan An efficient ADMM algorithm for high dimensional precision matrix estimation via penalized quadratic loss. (English) Zbl 1507.62174 Comput. Stat. Data Anal. 142, Article ID 106812, 12 p. (2020). MSC: 62-08 62H12 PDFBibTeX XMLCite \textit{C. Wang} and \textit{B. Jiang}, Comput. Stat. Data Anal. 142, Article ID 106812, 12 p. (2020; Zbl 1507.62174) Full Text: DOI arXiv
Xu, Fangfang; Deng, Ruiyang Fast algorithms for sparse inverse covariance estimation. (English) Zbl 1513.62008 Int. J. Comput. Math. 96, No. 8, 1668-1686 (2019). MSC: 62-08 15A83 62H12 65F99 65K05 90C25 PDFBibTeX XMLCite \textit{F. Xu} and \textit{R. Deng}, Int. J. Comput. Math. 96, No. 8, 1668--1686 (2019; Zbl 1513.62008) Full Text: DOI
Khamaru, Koulik; Mazumder, Rahul Computation of the maximum likelihood estimator in low-rank factor analysis. (English) Zbl 1415.90074 Math. Program. 176, No. 1-2 (B), 279-310 (2019). MSC: 90C22 90C30 90C25 90-08 62H25 PDFBibTeX XMLCite \textit{K. Khamaru} and \textit{R. Mazumder}, Math. Program. 176, No. 1--2 (B), 279--310 (2019; Zbl 1415.90074) Full Text: DOI arXiv
Guo, Xiao; Zhang, Hai; Wang, Yao; Liang, Yong Structure learning of sparse directed acyclic graphs incorporating the scale-free property. (English) Zbl 1417.62183 Comput. Stat. 34, No. 2, 713-742 (2019). MSC: 62H99 05C90 62J07 62F12 62-08 PDFBibTeX XMLCite \textit{X. Guo} et al., Comput. Stat. 34, No. 2, 713--742 (2019; Zbl 1417.62183) Full Text: DOI
Müller, Dominik; Czado, Claudia Dependence modelling in ultra high dimensions with vine copulas and the graphical Lasso. (English) Zbl 1507.62137 Comput. Stat. Data Anal. 137, 211-232 (2019). MSC: 62-08 62H05 62H22 PDFBibTeX XMLCite \textit{D. Müller} and \textit{C. Czado}, Comput. Stat. Data Anal. 137, 211--232 (2019; Zbl 1507.62137) Full Text: DOI arXiv
Banerjee, Sayantan; Akbani, Rehan; Baladandayuthapani, Veerabhadran Spectral clustering via sparse graph structure learning with application to proteomic signaling networks in cancer. (English) Zbl 1507.62007 Comput. Stat. Data Anal. 132, 46-69 (2019). MSC: 62-08 62H12 62H30 62P10 PDFBibTeX XMLCite \textit{S. Banerjee} et al., Comput. Stat. Data Anal. 132, 46--69 (2019; Zbl 1507.62007) Full Text: DOI
Sanguinetti, Guido (ed.); Huynh-Thu, Vân Anh (ed.) Gene regulatory networks. Methods and protocols. (English) Zbl 1417.92005 Methods in Molecular Biology 1883. New York, NY: Humana Press (ISBN 978-1-4939-8881-5/hbk; 978-1-4939-8882-2/ebook). xi, 430 p. (2019). Reviewer: Irina Ioana Mohorianu (Oxford) MSC: 92-06 92C42 92C40 92-08 PDFBibTeX XMLCite \textit{G. Sanguinetti} (ed.) and \textit{V. A. Huynh-Thu} (ed.), Gene regulatory networks. Methods and protocols. New York, NY: Humana Press (2019; Zbl 1417.92005) Full Text: DOI
Bollhöfer, Matthias; Eftekhari, Aryan; Scheidegger, Simon; Schenk, Olaf Large-scale sparse inverse covariance matrix estimation. (English) Zbl 1414.65043 SIAM J. Sci. Comput. 41, No. 1, A380-A401 (2019). Reviewer: Rózsa Horváth-Bokor (Budakalász) MSC: 65N55 65F10 65N22 65F50 65K05 62H12 PDFBibTeX XMLCite \textit{M. Bollhöfer} et al., SIAM J. Sci. Comput. 41, No. 1, A380--A401 (2019; Zbl 1414.65043) Full Text: DOI
Yue, Mu; Li, Jialiang; Cheng, Ming-Yen Two-step sparse boosting for high-dimensional longitudinal data with varying coefficients. (English) Zbl 1471.62229 Comput. Stat. Data Anal. 131, 222-234 (2019). MSC: 62-08 62G08 62H12 62P10 PDFBibTeX XMLCite \textit{M. Yue} et al., Comput. Stat. Data Anal. 131, 222--234 (2019; Zbl 1471.62229) 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
Li, Peili; Xiao, Yunhai An efficient algorithm for sparse inverse covariance matrix estimation based on dual formulation. (English) Zbl 1469.62106 Comput. Stat. Data Anal. 128, 292-307 (2018). MSC: 62-08 62H12 PDFBibTeX XMLCite \textit{P. Li} and \textit{Y. Xiao}, Comput. Stat. Data Anal. 128, 292--307 (2018; Zbl 1469.62106) Full Text: DOI
Ong, Victor M.-H.; Nott, David J.; Tran, Minh-Ngoc; Sisson, Scott A.; Drovandi, Christopher C. Likelihood-free inference in high dimensions with synthetic likelihood. (English) Zbl 1469.62123 Comput. Stat. Data Anal. 128, 271-291 (2018). MSC: 62-08 62F15 PDFBibTeX XMLCite \textit{V. M. H. Ong} et al., Comput. Stat. Data Anal. 128, 271--291 (2018; Zbl 1469.62123) Full Text: DOI Link
Chen, Shuo; Kang, Jian; Xing, Yishi; Zhao, Yunpeng; Milton, Donald K. Estimating large covariance matrix with network topology for high-dimensional biomedical data. (English) Zbl 1469.62041 Comput. Stat. Data Anal. 127, 82-95 (2018). MSC: 62-08 62H12 62P10 PDFBibTeX XMLCite \textit{S. Chen} et al., Comput. Stat. Data Anal. 127, 82--95 (2018; Zbl 1469.62041) Full Text: DOI
Yuen, T. P.; Wong, H.; Yiu, K. F. C. On constrained estimation of graphical time series models. (English) Zbl 1469.62172 Comput. Stat. Data Anal. 124, 27-52 (2018). MSC: 62-08 62M10 62M15 62P12 PDFBibTeX XMLCite \textit{T. P. Yuen} et al., Comput. Stat. Data Anal. 124, 27--52 (2018; Zbl 1469.62172) Full Text: DOI
Shan, Liang; Kim, Inyoung Joint estimation of multiple Gaussian graphical models across unbalanced classes. (English) Zbl 1469.62140 Comput. Stat. Data Anal. 121, 89-103 (2018). MSC: 62-08 62H12 62H22 62J07 62P10 PDFBibTeX XMLCite \textit{L. Shan} and \textit{I. Kim}, Comput. Stat. Data Anal. 121, 89--103 (2018; Zbl 1469.62140) Full Text: DOI
Baek, Changryong; Davis, Richard A.; Pipiras, Vladas Sparse seasonal and periodic vector autoregressive modeling. (English) Zbl 1467.62011 Comput. Stat. Data Anal. 106, 103-126 (2017). MSC: 62-08 62M10 PDFBibTeX XMLCite \textit{C. Baek} et al., Comput. Stat. Data Anal. 106, 103--126 (2017; Zbl 1467.62011) Full Text: DOI
Monbet, Valérie; Ailliot, Pierre Sparse vector Markov switching autoregressive models. Application to multivariate time series of temperature. (English) Zbl 1466.62165 Comput. Stat. Data Anal. 108, 40-51 (2017). MSC: 62-08 62P12 62M10 PDFBibTeX XMLCite \textit{V. Monbet} and \textit{P. Ailliot}, Comput. Stat. Data Anal. 108, 40--51 (2017; Zbl 1466.62165) Full Text: DOI HAL
He, Yong; Zhang, Xinsheng; Wang, Pingping; Zhang, Liwen High dimensional Gaussian copula graphical model with FDR control. (English) Zbl 1464.62089 Comput. Stat. Data Anal. 113, 457-474 (2017). MSC: 62-08 PDFBibTeX XMLCite \textit{Y. He} et al., Comput. Stat. Data Anal. 113, 457--474 (2017; Zbl 1464.62089) Full Text: DOI
Al-Najjar, Elias; Adragni, Kofi P. Sufficient dimension reduction constrained through sub-populations. (English) Zbl 1464.62017 Comput. Stat. Data Anal. 111, 131-144 (2017). MSC: 62-08 62J05 62H25 PDFBibTeX XMLCite \textit{E. Al-Najjar} and \textit{K. P. Adragni}, Comput. Stat. Data Anal. 111, 131--144 (2017; Zbl 1464.62017) Full Text: DOI
Leung, Andy; Yohai, Victor; Zamar, Ruben Multivariate location and scatter matrix estimation under cellwise and casewise contamination. (English) Zbl 1464.62119 Comput. Stat. Data Anal. 111, 59-76 (2017). MSC: 62-08 62H12 62P10 PDFBibTeX XMLCite \textit{A. Leung} et al., Comput. Stat. Data Anal. 111, 59--76 (2017; Zbl 1464.62119) Full Text: DOI arXiv
Nanty, Simon; Helbert, Céline; Marrel, Amandine; Pérot, Nadia; Prieur, Clémentine Uncertainty quantification for functional dependent random variables. (English) Zbl 1417.62165 Comput. Stat. 32, No. 2, 559-583 (2017). MSC: 62H25 62F10 62-08 PDFBibTeX XMLCite \textit{S. Nanty} et al., Comput. Stat. 32, No. 2, 559--583 (2017; Zbl 1417.62165) Full Text: DOI HAL
Tarr, G.; Müller, S.; Weber, N. C. Robust estimation of precision matrices under cellwise contamination. (English) Zbl 1468.62192 Comput. Stat. Data Anal. 93, 404-420 (2016). MSC: 62-08 62H12 62F35 PDFBibTeX XMLCite \textit{G. Tarr} et al., Comput. Stat. Data Anal. 93, 404--420 (2016; Zbl 1468.62192) Full Text: DOI arXiv
Zhao, Junguang; Xu, Xingzhong A generalized likelihood ratio test for normal mean when \(p\) is greater than \(n\). (English) Zbl 1468.62234 Comput. Stat. Data Anal. 99, 91-104 (2016). MSC: 62-08 62H15 PDFBibTeX XMLCite \textit{J. Zhao} and \textit{X. Xu}, Comput. Stat. Data Anal. 99, 91--104 (2016; Zbl 1468.62234) Full Text: DOI
van Wieringen, Wessel N.; Peeters, Carel F. W. Ridge estimation of inverse covariance matrices from high-dimensional data. (English) Zbl 1466.62204 Comput. Stat. Data Anal. 103, 284-303 (2016). MSC: 62-08 PDFBibTeX XMLCite \textit{W. N. van Wieringen} and \textit{C. F. W. Peeters}, Comput. Stat. Data Anal. 103, 284--303 (2016; Zbl 1466.62204) Full Text: DOI arXiv
Deshmukh, Rohit; McNamara, Jack J.; Liang, Zongxian; Kolter, J. Zico; Gogulapati, Abhijit Model order reduction using sparse coding exemplified for the lid-driven cavity. (English) Zbl 1383.76334 J. Fluid Mech. 808, 189-223 (2016). MSC: 76M10 37N10 65M60 PDFBibTeX XMLCite \textit{R. Deshmukh} et al., J. Fluid Mech. 808, 189--223 (2016; Zbl 1383.76334) Full Text: DOI
Adragni, Kofi P.; Al-Najjar, Elias; Martin, Sean; Popuri, Sai K.; Raim, Andrew M. Group-wise sufficient dimension reduction with principal fitted components. (English) Zbl 1347.65017 Comput. Stat. 31, No. 3, 923-941 (2016). MSC: 62-08 62H25 62H30 62J05 PDFBibTeX XMLCite \textit{K. P. Adragni} et al., Comput. Stat. 31, No. 3, 923--941 (2016; Zbl 1347.65017) Full Text: DOI
Oates, Chris J.; Smith, Jim Q.; Mukherjee, Sach; Cussens, James Exact estimation of multiple directed acyclic graphs. (English) Zbl 1505.62300 Stat. Comput. 26, No. 4, 797-811 (2016). MSC: 62-08 62H12 62H22 68T05 90C10 PDFBibTeX XMLCite \textit{C. J. Oates} et al., Stat. Comput. 26, No. 4, 797--811 (2016; Zbl 1505.62300) Full Text: DOI arXiv
Vujačić, Ivan; Abbruzzo, Antonino; Wit, Ernst A computationally fast alternative to cross-validation in penalized Gaussian graphical models. (English) Zbl 1510.62077 J. Stat. Comput. Simulation 85, No. 18, 3628-3640 (2015). MSC: 62-08 62H12 62H22 PDFBibTeX XMLCite \textit{I. Vujačić} et al., J. Stat. Comput. Simulation 85, No. 18, 3628--3640 (2015; Zbl 1510.62077) Full Text: DOI arXiv
Chang, S.-M. Double shrinkage estimators for large sparse covariance matrices. (English) Zbl 1457.62167 J. Stat. Comput. Simulation 85, No. 8, 1497-1511 (2015). MSC: 62H12 62J07 62P10 62-08 PDFBibTeX XMLCite \textit{S. M. Chang}, J. Stat. Comput. Simulation 85, No. 8, 1497--1511 (2015; Zbl 1457.62167) Full Text: DOI Link
Tan, Kean Ming; Witten, Daniela; Shojaie, Ali The cluster graphical Lasso for improved estimation of Gaussian graphical models. (English) Zbl 1507.62165 Comput. Stat. Data Anal. 85, 23-36 (2015). MSC: 62-08 62H12 62H22 62F12 PDFBibTeX XMLCite \textit{K. M. Tan} et al., Comput. Stat. Data Anal. 85, 23--36 (2015; Zbl 1507.62165) Full Text: DOI arXiv Link
Pesonen, Maiju; Pesonen, Henri; Nevalainen, Jaakko Covariance matrix estimation for left-censored data. (English) Zbl 1468.62157 Comput. Stat. Data Anal. 92, 13-25 (2015). MSC: 62-08 62H12 PDFBibTeX XMLCite \textit{M. Pesonen} et al., Comput. Stat. Data Anal. 92, 13--25 (2015; Zbl 1468.62157) Full Text: DOI
Mohammadi, A.; Wit, E. C. Bayesian structure learning in sparse Gaussian graphical models. (English) Zbl 1335.62056 Bayesian Anal. 10, No. 1, 109-138 (2015). MSC: 62F15 60J28 62H12 62H30 68T05 62A09 65C60 65C05 PDFBibTeX XMLCite \textit{A. Mohammadi} and \textit{E. C. Wit}, Bayesian Anal. 10, No. 1, 109--138 (2015; Zbl 1335.62056) Full Text: DOI arXiv Euclid
Pircalabelu, Eugen; Claeskens, Gerda; Waldorp, Lourens A focused information criterion for graphical models. (English) Zbl 1331.62057 Stat. Comput. 25, No. 6, 1071-1092 (2015). MSC: 62B10 62A09 65C60 PDFBibTeX XMLCite \textit{E. Pircalabelu} et al., Stat. Comput. 25, No. 6, 1071--1092 (2015; Zbl 1331.62057) Full Text: DOI Link
Chi, Eric C.; Lange, Kenneth Stable estimation of a covariance matrix guided by nuclear norm penalties. (English) Zbl 1506.62043 Comput. Stat. Data Anal. 80, 117-128 (2014). MSC: 62-08 62H12 62H30 PDFBibTeX XMLCite \textit{E. C. Chi} and \textit{K. Lange}, Comput. Stat. Data Anal. 80, 117--128 (2014; Zbl 1506.62043) Full Text: DOI arXiv Link
Maurya, Ashwini A joint convex penalty for inverse covariance matrix estimation. (English) Zbl 1506.62128 Comput. Stat. Data Anal. 75, 15-27 (2014). MSC: 62-08 62H12 90C25 PDFBibTeX XMLCite \textit{A. Maurya}, Comput. Stat. Data Anal. 75, 15--27 (2014; Zbl 1506.62128) Full Text: DOI
Vincent, Martin; Hansen, Niels Richard Sparse group Lasso and high dimensional multinomial classification. (English) Zbl 1471.62200 Comput. Stat. Data Anal. 71, 771-786 (2014). MSC: 62-08 62J07 62H30 PDFBibTeX XMLCite \textit{M. Vincent} and \textit{N. R. Hansen}, Comput. Stat. Data Anal. 71, 771--786 (2014; Zbl 1471.62200) Full Text: DOI arXiv
Bouveyron, Charles; Brunet-Saumard, Camille Model-based clustering of high-dimensional data: a review. (English) Zbl 1471.62032 Comput. Stat. Data Anal. 71, 52-78 (2014). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{C. Bouveyron} and \textit{C. Brunet-Saumard}, Comput. Stat. Data Anal. 71, 52--78 (2014; Zbl 1471.62032) Full Text: DOI
Luo, Shan; Chen, Zehua Edge detection in sparse Gaussian graphical models. (English) Zbl 1471.62128 Comput. Stat. Data Anal. 70, 138-152 (2014). MSC: 62-08 62H22 PDFBibTeX XMLCite \textit{S. Luo} and \textit{Z. Chen}, Comput. Stat. Data Anal. 70, 138--152 (2014; Zbl 1471.62128) Full Text: DOI
Vinciotti, Veronica; Hashem, Hussein Robust methods for inferring sparse network structures. (English) Zbl 1471.62201 Comput. Stat. Data Anal. 67, 84-94 (2013). MSC: 62-08 62F35 62H22 PDFBibTeX XMLCite \textit{V. Vinciotti} and \textit{H. Hashem}, Comput. Stat. Data Anal. 67, 84--94 (2013; Zbl 1471.62201) Full Text: DOI Link
Fellinghauer, Bernd; Bühlmann, Peter; Ryffel, Martin; von Rhein, Michael; Reinhardt, Jan D. Stable graphical model estimation with random forests for discrete, continuous, and mixed variables. (English) Zbl 1468.62053 Comput. Stat. Data Anal. 64, 132-152 (2013). MSC: 62-08 62H22 62P10 PDFBibTeX XMLCite \textit{B. Fellinghauer} et al., Comput. Stat. Data Anal. 64, 132--152 (2013; Zbl 1468.62053) Full Text: DOI arXiv
Maboudou-Tchao, Edgard M.; Agboto, Vincent Monitoring the covariance matrix with fewer observations than variables. (English) Zbl 1468.62129 Comput. Stat. Data Anal. 64, 99-112 (2013). MSC: 62-08 62P30 PDFBibTeX XMLCite \textit{E. M. Maboudou-Tchao} and \textit{V. Agboto}, Comput. Stat. Data Anal. 64, 99--112 (2013; Zbl 1468.62129) Full Text: DOI
Purutçuoğlu, Vilda Inference of the stochastic MAPK pathway by modified diffusion bridge method. (English) Zbl 1397.92226 CEJOR, Cent. Eur. J. Oper. Res. 21, No. 2, 415-429 (2013). MSC: 92C40 92-08 60J70 65C05 60J20 PDFBibTeX XMLCite \textit{V. Purutçuoğlu}, CEJOR, Cent. Eur. J. Oper. Res. 21, No. 2, 415--429 (2013; Zbl 1397.92226) Full Text: DOI
Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui Rejoinder. (English) Zbl 1432.62201 J. Stat. Plann. Inference 143, No. 11, 1869-1871 (2013). MSC: 62J05 62J07 62H20 62H30 62-08 PDFBibTeX XMLCite \textit{P. Bühlmann} et al., J. Stat. Plann. Inference 143, No. 11, 1869--1871 (2013; Zbl 1432.62201) Full Text: DOI
Bien, Jacob; Wegkamp, Marten Discussion of “Correlated variables in regression: clustering and sparse estimation”. (English) Zbl 1432.62200 J. Stat. Plann. Inference 143, No. 11, 1859-1862 (2013). MSC: 62J05 62J07 62H20 62H30 62-08 PDFBibTeX XMLCite \textit{J. Bien} and \textit{M. Wegkamp}, J. Stat. Plann. Inference 143, No. 11, 1859--1862 (2013; Zbl 1432.62200) Full Text: DOI
Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui Correlated variables in regression: clustering and sparse estimation. (English) Zbl 1278.62103 J. Stat. Plann. Inference 143, No. 11, 1835-1858 (2013). MSC: 62J05 62J07 62H20 62H30 62-08 PDFBibTeX XMLCite \textit{P. Bühlmann} et al., J. Stat. Plann. Inference 143, No. 11, 1835--1858 (2013; Zbl 1278.62103) Full Text: DOI arXiv
Li, Shuang; Hsu, Li; Peng, Jie; Wang, Pei Bootstrap inference for network construction with an application to a breast cancer microarray study. (English) Zbl 1454.62353 Ann. Appl. Stat. 7, No. 1, 391-417 (2013). MSC: 62P10 62H22 62-08 PDFBibTeX XMLCite \textit{S. Li} et al., Ann. Appl. Stat. 7, No. 1, 391--417 (2013; Zbl 1454.62353) Full Text: DOI arXiv Euclid
Finegold, Michael; Drton, Mathias Robust graphical modeling of gene networks using classical and alternative \(t\)-distributions. (English) Zbl 1232.62083 Ann. Appl. Stat. 5, No. 2A, 1057-1080 (2011). MSC: 62H10 05C90 62P10 62H12 65C40 65C60 PDFBibTeX XMLCite \textit{M. Finegold} and \textit{M. Drton}, Ann. Appl. Stat. 5, No. 2A, 1057--1080 (2011; Zbl 1232.62083) Full Text: DOI arXiv
Chiquet, Julien; Grandvalet, Yves; Ambroise, Christophe Inferring multiple graphical structures. (English) Zbl 1221.62085 Stat. Comput. 21, No. 4, 537-553 (2011). MSC: 62H12 65C60 05C90 62A09 62H20 92C42 PDFBibTeX XMLCite \textit{J. Chiquet} et al., Stat. Comput. 21, No. 4, 537--553 (2011; Zbl 1221.62085) Full Text: DOI arXiv
Fan, Jianqing; Feng, Yang; Wu, Yichao Network exploration via the adaptive LASSO and SCAD penalties. (English) Zbl 1166.62040 Ann. Appl. Stat. 3, No. 2, 521-541 (2009). MSC: 62H12 65C05 65C60 PDFBibTeX XMLCite \textit{J. Fan} et al., Ann. Appl. Stat. 3, No. 2, 521--541 (2009; Zbl 1166.62040) Full Text: DOI arXiv
Bickel, Peter J.; Levina, Elizaveta Covariance regularization by thresholding. (English) Zbl 1196.62062 Ann. Stat. 36, No. 6, 2577-2604 (2008). MSC: 62H12 62F12 62F40 65C60 62P12 PDFBibTeX XMLCite \textit{P. J. Bickel} and \textit{E. Levina}, Ann. Stat. 36, No. 6, 2577--2604 (2008; Zbl 1196.62062) Full Text: DOI arXiv