Zhang, Yunyi; Politis, Dimitris N. Ridge regression revisited: debiasing, thresholding and bootstrap. (English) Zbl 07547935 Ann. Stat. 50, No. 3, 1401-1422 (2022). MSC: 62J05 62F40 PDF BibTeX XML Cite \textit{Y. Zhang} and \textit{D. N. Politis}, Ann. Stat. 50, No. 3, 1401--1422 (2022; Zbl 07547935) Full Text: DOI OpenURL
Yuen, Christine; Fryzlewicz, Piotr Exploiting disagreement between high-dimensional variable selectors for uncertainty visualization. (English) Zbl 07547616 J. Comput. Graph. Stat. 31, No. 2, 351-359 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{C. Yuen} and \textit{P. Fryzlewicz}, J. Comput. Graph. Stat. 31, No. 2, 351--359 (2022; Zbl 07547616) Full Text: DOI OpenURL
Vargovich, Joseph; Hocking, Toby Dylan Linear time dynamic programming for computing breakpoints in the regularization path of models selected from a finite set. (English) Zbl 07547613 J. Comput. Graph. Stat. 31, No. 2, 313-323 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Vargovich} and \textit{T. D. Hocking}, J. Comput. Graph. Stat. 31, No. 2, 313--323 (2022; Zbl 07547613) Full Text: DOI OpenURL
Poythress, J. C.; Ahn, Jeongyoun; Park, Cheolwoo Low-rank, orthogonally decomposable tensor regression with application to visual stimulus decoding of fMRI data. (English) Zbl 07546469 J. Comput. Graph. Stat. 31, No. 1, 190-203 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. C. Poythress} et al., J. Comput. Graph. Stat. 31, No. 1, 190--203 (2022; Zbl 07546469) Full Text: DOI OpenURL
Osborne, Nathan; Peterson, Christine B.; Vannucci, Marina Latent network estimation and variable selection for compositional data via variational EM. (English) Zbl 07546467 J. Comput. Graph. Stat. 31, No. 1, 163-175 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{N. Osborne} et al., J. Comput. Graph. Stat. 31, No. 1, 163--175 (2022; Zbl 07546467) Full Text: DOI OpenURL
Jiang, Wei; Bogdan, Małgorzata; Josse, Julie; Majewski, Szymon; Miasojedow, Błażej; Ročková, Veronika; TraumaBase Group Adaptive Bayesian SLOPE: model selection with incomplete data. (English) Zbl 07546464 J. Comput. Graph. Stat. 31, No. 1, 113-137 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{W. Jiang} et al., J. Comput. Graph. Stat. 31, No. 1, 113--137 (2022; Zbl 07546464) Full Text: DOI OpenURL
Li, Xiang; Zhang, Yi; Zhao, Jun An improved algorithm for high-dimensional continuous threshold expectile model with variance heterogeneity. (English) Zbl 07546447 J. Stat. Comput. Simulation 92, No. 8, 1590-1617 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Li} et al., J. Stat. Comput. Simulation 92, No. 8, 1590--1617 (2022; Zbl 07546447) Full Text: DOI OpenURL
Tang, Yan; Sunthrayuth, Pongsakorn An iterative algorithm with inertial technique for solving the split common null point problem in Banach spaces. (English) Zbl 07545972 Asian-Eur. J. Math. 15, No. 6, Article ID 2250120, 21 p. (2022). MSC: 47H09 47H10 47J25 47J05 PDF BibTeX XML Cite \textit{Y. Tang} and \textit{P. Sunthrayuth}, Asian-Eur. J. Math. 15, No. 6, Article ID 2250120, 21 p. (2022; Zbl 07545972) Full Text: DOI OpenURL
Dag, Osman; Kasikci, Merve; Karabulut, Erdem; Alpar, Reha Diverse classifiers ensemble based on GMDH-type neural network algorithm for binary classification. (English) Zbl 07545873 Commun. Stat., Simulation Comput. 51, No. 5, 2440-2456 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{O. Dag} et al., Commun. Stat., Simulation Comput. 51, No. 5, 2440--2456 (2022; Zbl 07545873) Full Text: DOI OpenURL
Song, Won Chul; Xie, Jun Group feature screening via the F statistic. (English) Zbl 07545843 Commun. Stat., Simulation Comput. 51, No. 4, 1921-1931 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{W. C. Song} and \textit{J. Xie}, Commun. Stat., Simulation Comput. 51, No. 4, 1921--1931 (2022; Zbl 07545843) Full Text: DOI OpenURL
Zheng, Qingle; Che, Yuezhang Multicategory large margin classification with unequal costs. (English) Zbl 07545836 Commun. Stat., Simulation Comput. 51, No. 4, 1801-1813 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Q. Zheng} and \textit{Y. Che}, Commun. Stat., Simulation Comput. 51, No. 4, 1801--1813 (2022; Zbl 07545836) Full Text: DOI OpenURL
Avagyan, Vahe; Mei, Xiaoling Precision matrix estimation under data contamination with an application to minimum variance portfolio selection. (English) Zbl 07545811 Commun. Stat., Simulation Comput. 51, No. 4, 1381-1400 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{V. Avagyan} and \textit{X. Mei}, Commun. Stat., Simulation Comput. 51, No. 4, 1381--1400 (2022; Zbl 07545811) Full Text: DOI OpenURL
Ma, Xiaojun; Liu, Hongwei; Li, Xiaoyin Two optimization approaches for solving split variational inclusion problems with applications. (English) Zbl 07545419 J. Sci. Comput. 91, No. 2, Paper No. 58, 27 p. (2022). MSC: 47J20 49J40 35A15 47J25 PDF BibTeX XML Cite \textit{X. Ma} et al., J. Sci. Comput. 91, No. 2, Paper No. 58, 27 p. (2022; Zbl 07545419) Full Text: DOI OpenURL
Dubey, Paromita; Chen, Yaqing; Gajardo, Álvaro; Bhattacharjee, Satarupa; Carroll, Cody; Zhou, Yidong; Chen, Han; Müller, Hans-Georg Learning delay dynamics for multivariate stochastic processes, with application to the prediction of the growth rate of COVID-19 cases in the United States. (English) Zbl 07545040 J. Math. Anal. Appl. 514, No. 2, Article ID 125677, 27 p. (2022). MSC: 62Gxx 62Jxx 62Pxx PDF BibTeX XML Cite \textit{P. Dubey} et al., J. Math. Anal. Appl. 514, No. 2, Article ID 125677, 27 p. (2022; Zbl 07545040) Full Text: DOI OpenURL
Fan, Jianqing; Guo, Yongyi; Jiang, Bai Adaptive Huber regression on Markov-dependent data. (English) Zbl 07544401 Stochastic Processes Appl. 150, 802-818 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Fan} et al., Stochastic Processes Appl. 150, 802--818 (2022; Zbl 07544401) Full Text: DOI OpenURL
Dragoni, Laurent; Flamary, Rémi; Lounici, Karim; Reynaud-Bouret, Patricia Sliding window strategy for convolutional spike sorting with Lasso. Algorithm, theoretical guarantees and complexity. (English) Zbl 07544244 Acta Appl. Math. 179, Paper No. 7, 32 p. (2022). MSC: 90C59 PDF BibTeX XML Cite \textit{L. Dragoni} et al., Acta Appl. Math. 179, Paper No. 7, 32 p. (2022; Zbl 07544244) Full Text: DOI OpenURL
Feng, Sanying; Zhang, Xinyu; Liang, Hui; Pei, Lifang Model selection for functional linear regression with hierarchical structure. (English) Zbl 07541081 Braz. J. Probab. Stat. 36, No. 2, 243-262 (2022). MSC: 62-XX 92-XX PDF BibTeX XML Cite \textit{S. Feng} et al., Braz. J. Probab. Stat. 36, No. 2, 243--262 (2022; Zbl 07541081) Full Text: DOI OpenURL
Wu, Yaxin; Song, Yunquan; Liang, Xijun; Gai, Yujie Exponential squared loss based robust variable selection of AR models. (English) Zbl 07541080 Braz. J. Probab. Stat. 36, No. 2, 220-242 (2022). MSC: 62-XX 93-XX PDF BibTeX XML Cite \textit{Y. Wu} et al., Braz. J. Probab. Stat. 36, No. 2, 220--242 (2022; Zbl 07541080) Full Text: DOI OpenURL
Polajnar, Emil Using elastic net restricted kernel canonical correlation analysis for cross-language information retrieval. (English) Zbl 07540818 Commun. Stat., Simulation Comput. 51, No. 6, 2924-2941 (2022). MSC: 62H20 62J07 68P20 93E24 PDF BibTeX XML Cite \textit{E. Polajnar}, Commun. Stat., Simulation Comput. 51, No. 6, 2924--2941 (2022; Zbl 07540818) Full Text: DOI OpenURL
Zhao, Yujie; Yan, Hao; Holte, Sarah; Mei, Yajun Rapid detection of hot-spots via tensor decomposition with applications to crime rate data. (English) Zbl 07540753 J. Appl. Stat. 49, No. 7, 1636-1662 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{Y. Zhao} et al., J. Appl. Stat. 49, No. 7, 1636--1662 (2022; Zbl 07540753) Full Text: DOI OpenURL
Liu, Y. C.; Xia, F. Q. Linear convergence of proximal incremental aggregated gradient method for nonconvex nonsmooth minimization problems. (English) Zbl 07540660 Appl. Anal. 101, No. 9, 3445-3464 (2022). MSC: 90C26 90C06 90C15 PDF BibTeX XML Cite \textit{Y. C. Liu} and \textit{F. Q. Xia}, Appl. Anal. 101, No. 9, 3445--3464 (2022; Zbl 07540660) Full Text: DOI OpenURL
Zhang, Ning; Chen, Jingnan; Dai, Gengling Portfolio selection with regularization. (English) Zbl 07539536 Asia-Pac. J. Oper. Res. 39, No. 2, Article ID 2150016, 27 p. (2022). MSC: 91-XX PDF BibTeX XML Cite \textit{N. Zhang} et al., Asia-Pac. J. Oper. Res. 39, No. 2, Article ID 2150016, 27 p. (2022; Zbl 07539536) Full Text: DOI OpenURL
Yu, Long; He, Yong; Kong, Xinbing; Zhang, Xinsheng Projected estimation for large-dimensional matrix factor models. (English) Zbl 07538797 J. Econom. 229, No. 1, 201-217 (2022). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{L. Yu} et al., J. Econom. 229, No. 1, 201--217 (2022; Zbl 07538797) Full Text: DOI OpenURL
Feng, Oliver Y.; Venkataramanan, Ramji; Rush, Cynthia; Samworth, Richard J. A unifying tutorial on approximate message passing. (English) Zbl 07537004 Found. Trends Mach. Learn. 15, No. 4, 335-536 (2022). MSC: 68T05 68-02 PDF BibTeX XML Cite \textit{O. Y. Feng} et al., Found. Trends Mach. Learn. 15, No. 4, 335--536 (2022; Zbl 07537004) Full Text: DOI OpenURL
Bello-Cruz, Yunier; Li, Guoyin; Nghia, Tran Thai An Quadratic growth conditions and uniqueness of optimal solution to Lasso. (English) Zbl 07536862 J. Optim. Theory Appl. 194, No. 1, 167-190 (2022). MSC: 65K05 90C25 90C30 PDF BibTeX XML Cite \textit{Y. Bello-Cruz} et al., J. Optim. Theory Appl. 194, No. 1, 167--190 (2022; Zbl 07536862) Full Text: DOI OpenURL
Zhao, Xueying; Bai, Minru; Sun, Defeng; Zheng, Libin Robust tensor completion: equivalent surrogates, error bounds, and algorithms. (English) Zbl 07535840 SIAM J. Imaging Sci. 15, No. 2, 625-669 (2022). MSC: 65Fxx 68U10 90C26 PDF BibTeX XML Cite \textit{X. Zhao} et al., SIAM J. Imaging Sci. 15, No. 2, 625--669 (2022; Zbl 07535840) Full Text: DOI OpenURL
Aravkin, Aleksandr Y.; Baraldi, Robert; Orban, Dominique A proximal quasi-Newton trust-region method for nonsmooth regularized optimization. (English) Zbl 07535630 SIAM J. Optim. 32, No. 2, 900-929 (2022). MSC: 90C53 90C56 65K10 PDF BibTeX XML Cite \textit{A. Y. Aravkin} et al., SIAM J. Optim. 32, No. 2, 900--929 (2022; Zbl 07535630) Full Text: DOI OpenURL
Ng, Chi Tim; Lee, Woojoo; Lee, Youngjo In defense of LASSO. (English) Zbl 07535577 Commun. Stat., Theory Methods 51, No. 9, 3018-3042 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{C. T. Ng} et al., Commun. Stat., Theory Methods 51, No. 9, 3018--3042 (2022; Zbl 07535577) Full Text: DOI OpenURL
Zheng, Yanqiao; Zhao, Xiaobing; Zhang, Xiaoqi Quantile regression for massive data with network-induced dependence, and application to the New York statewide planning and research cooperative system. (English) Zbl 07535574 Commun. Stat., Theory Methods 51, No. 9, 2962-2993 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Zheng} et al., Commun. Stat., Theory Methods 51, No. 9, 2962--2993 (2022; Zbl 07535574) Full Text: DOI OpenURL
Hieu, Dang Van; Anh, Pham Ky; Muu, Le Dung; Strodiot, Jean Jacques Iterative regularization methods with new stepsize rules for solving variational inclusions. (English) Zbl 07534941 J. Appl. Math. Comput. 68, No. 1, 571-599 (2022). MSC: 65K15 47J22 49J40 90C25 90C48 PDF BibTeX XML Cite \textit{D. Van Hieu} et al., J. Appl. Math. Comput. 68, No. 1, 571--599 (2022; Zbl 07534941) Full Text: DOI OpenURL
Sardy, Sylvain; Diaz-Rodriguez, Jairo; Giacobino, Caroline Thresholding tests based on affine Lasso to achieve non-asymptotic nominal level and high power under sparse and dense alternatives in high dimension. (English) Zbl 07533783 Comput. Stat. Data Anal. 173, Article ID 107507, 14 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Sardy} et al., Comput. Stat. Data Anal. 173, Article ID 107507, 14 p. (2022; Zbl 07533783) Full Text: DOI OpenURL
Yuan, Chaoxia; Fang, Fang; Ni, Lyu Mallows model averaging with effective model size in fragmentary data prediction. (English) Zbl 07533776 Comput. Stat. Data Anal. 173, Article ID 107497, 18 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{C. Yuan} et al., Comput. Stat. Data Anal. 173, Article ID 107497, 18 p. (2022; Zbl 07533776) Full Text: DOI OpenURL
Nanshan, Muye; Zhang, Nan; Xun, Xiaolei; Cao, Jiguo Dynamical modeling for non-Gaussian data with high-dimensional sparse ordinary differential equations. (English) Zbl 07533774 Comput. Stat. Data Anal. 173, Article ID 107483, 16 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Nanshan} et al., Comput. Stat. Data Anal. 173, Article ID 107483, 16 p. (2022; Zbl 07533774) Full Text: DOI OpenURL
Liu, Hefei; Song, Xinyuan; Zhang, Baoxue Varying-coefficient hidden Markov models with zero-effect regions. (English) Zbl 07533773 Comput. Stat. Data Anal. 173, Article ID 107482, 17 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Liu} et al., Comput. Stat. Data Anal. 173, Article ID 107482, 17 p. (2022; Zbl 07533773) Full Text: DOI OpenURL
Du, Mingyue; Zhao, Xingqiu; Sun, Jianguo Variable selection for case-cohort studies with informatively interval-censored outcomes. (English) Zbl 07533768 Comput. Stat. Data Anal. 172, Article ID 107484, 17 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Du} et al., Comput. Stat. Data Anal. 172, Article ID 107484, 17 p. (2022; Zbl 07533768) Full Text: DOI OpenURL
Asenso, Theophilus Quachie; Zhang, Hai; Liang, Yong Pliable Lasso for the multinomial logistic regression. (English) Zbl 07533649 Commun. Stat., Theory Methods 51, No. 11, 3596-3611 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{T. Q. Asenso} et al., Commun. Stat., Theory Methods 51, No. 11, 3596--3611 (2022; Zbl 07533649) Full Text: DOI OpenURL
Liu, Zili; Xiong, Zikang Non-marginal feature screening for additive hazard model with ultrahigh-dimensional covariates. (English) Zbl 07533639 Commun. Stat., Theory Methods 51, No. 6, 1876-1894 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Liu} and \textit{Z. Xiong}, Commun. Stat., Theory Methods 51, No. 6, 1876--1894 (2022; Zbl 07533639) Full Text: DOI OpenURL
Liu, Yi; Chen, Xiaolin A new robust model-free feature screening method for ultra-high dimensional right censored data. (English) Zbl 07533638 Commun. Stat., Theory Methods 51, No. 6, 1857-1875 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Liu} and \textit{X. Chen}, Commun. Stat., Theory Methods 51, No. 6, 1857--1875 (2022; Zbl 07533638) Full Text: DOI OpenURL
Wang, Kangning; Jin, Haotian; Sun, Xiaofei Gaussian copula based composite quantile regression in semivarying models with longitudinal data. (English) Zbl 07533596 Commun. Stat., Theory Methods 51, No. 4, 1110-1132 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{K. Wang} et al., Commun. Stat., Theory Methods 51, No. 4, 1110--1132 (2022; Zbl 07533596) Full Text: DOI OpenURL
Ma, Xiaojun; Liu, Hongwei An inertial Halpern-type CQ algorithm for solving split feasibility problems in Hilbert spaces. (English) Zbl 07532901 J. Appl. Math. Comput. 68, No. 3, 1699-1717 (2022). MSC: 47J20 65K05 65K10 47J25 PDF BibTeX XML Cite \textit{X. Ma} and \textit{H. Liu}, J. Appl. Math. Comput. 68, No. 3, 1699--1717 (2022; Zbl 07532901) Full Text: DOI OpenURL
Uddin, Ajim; Tao, Xinyuan; Chou, Chia-Ching; Yu, Dantong Are missing values important for earnings forecasts? A machine learning perspective. (English) Zbl 07532630 Quant. Finance 22, No. 6, 1113-1132 (2022). MSC: 91G50 68T05 PDF BibTeX XML Cite \textit{A. Uddin} et al., Quant. Finance 22, No. 6, 1113--1132 (2022; Zbl 07532630) Full Text: DOI OpenURL
Bergner, Yoav; Halpin, Peter; Vie, Jill-Jênn Multidimensional item response theory in the style of collaborative filtering. (English) Zbl 07531767 Psychometrika 87, No. 1, 266-288 (2022). MSC: 62P15 68T05 PDF BibTeX XML Cite \textit{Y. Bergner} et al., Psychometrika 87, No. 1, 266--288 (2022; Zbl 07531767) Full Text: DOI OpenURL
Golino, Hudson; Christensen, Alexander P.; Moulder, Robert; Kim, Seohyun; Boker, Steven M. Modeling latent topics in social media using dynamic exploratory graph analysis: the case of the right-wing and left-wing trolls in the 2016 US elections. (English) Zbl 07531763 Psychometrika 87, No. 1, 156-187 (2022). MSC: 62P15 91F10 PDF BibTeX XML Cite \textit{H. Golino} et al., Psychometrika 87, No. 1, 156--187 (2022; Zbl 07531763) Full Text: DOI OpenURL
Lee, Kevin H.; Chen, Qian; DeSarbo, Wayne S.; Xue, Lingzhou Estimating finite mixtures of ordinal graphical models. (English) Zbl 07531760 Psychometrika 87, No. 1, 83-106 (2022). MSC: 62P15 62H22 PDF BibTeX XML Cite \textit{K. H. Lee} et al., Psychometrika 87, No. 1, 83--106 (2022; Zbl 07531760) Full Text: DOI OpenURL
Marsman, M.; Huth, K.; Waldorp, L. J.; Ntzoufras, I. Objective Bayesian edge screening and structure selection for Ising networks. (English) Zbl 07531759 Psychometrika 87, No. 1, 47-82 (2022). MSC: 62P15 62H22 PDF BibTeX XML Cite \textit{M. Marsman} et al., Psychometrika 87, No. 1, 47--82 (2022; Zbl 07531759) Full Text: DOI OpenURL
Muhammadullah, Sara; Urooj, Amena; Mengal, Muhammad Hashim; Khan, Shahzad Ali; Khalaj, Fereshteh Cross-sectional analysis of impulse indicator saturation method for outlier detection estimated via regularization techniques with application of COVID-19 data. (English) Zbl 07531605 Comput. Math. Methods Med. 2022, Article ID 2588534, 11 p. (2022). MSC: 92Cxx PDF BibTeX XML Cite \textit{S. Muhammadullah} et al., Comput. Math. Methods Med. 2022, Article ID 2588534, 11 p. (2022; Zbl 07531605) Full Text: DOI OpenURL
He, Xiaohong; Yang, Yaohong; Wang, Lei Generalised regression estimators for average treatment effect with multicollinearity in high-dimensional covariates. (English) Zbl 07531540 J. Nonparametric Stat. 34, No. 2, 407-427 (2022). MSC: 62G05 62G20 PDF BibTeX XML Cite \textit{X. He} et al., J. Nonparametric Stat. 34, No. 2, 407--427 (2022; Zbl 07531540) Full Text: DOI OpenURL
Kang, Xiaoning; Kang, Lulu; Chen, Wei; Deng, Xinwei A generative approach to modeling data with quantitative and qualitative responses. (English) Zbl 07530665 J. Multivariate Anal. 190, Article ID 104952, 22 p. (2022). MSC: 62H30 62H12 PDF BibTeX XML Cite \textit{X. Kang} et al., J. Multivariate Anal. 190, Article ID 104952, 22 p. (2022; Zbl 07530665) Full Text: DOI OpenURL
Bastos, João A.; Matos, Sara M. Explainable models of credit losses. (English) Zbl 07529747 Eur. J. Oper. Res. 301, No. 1, 386-394 (2022). MSC: 90Bxx PDF BibTeX XML Cite \textit{J. A. Bastos} and \textit{S. M. Matos}, Eur. J. Oper. Res. 301, No. 1, 386--394 (2022; Zbl 07529747) Full Text: DOI OpenURL
Durand, Pierre; Le Quang, Gaëtan Banks to basics! Why banking regulation should focus on equity. (English) Zbl 07529745 Eur. J. Oper. Res. 301, No. 1, 349-372 (2022). MSC: 90Bxx PDF BibTeX XML Cite \textit{P. Durand} and \textit{G. Le Quang}, Eur. J. Oper. Res. 301, No. 1, 349--372 (2022; Zbl 07529745) Full Text: DOI OpenURL
Divol, Vincent Measure estimation on manifolds: an optimal transport approach. (English) Zbl 07529635 Probab. Theory Relat. Fields 183, No. 1-2, 581-647 (2022). MSC: 62G05 49Q22 62C20 PDF BibTeX XML Cite \textit{V. Divol}, Probab. Theory Relat. Fields 183, No. 1--2, 581--647 (2022; Zbl 07529635) Full Text: DOI OpenURL
Ghilli, Daria; Lorenz, Dirk A.; Resmerita, Elena Nonconvex flexible sparsity regularization: theory and monotone numerical schemes. (English) Zbl 07528650 Optimization 71, No. 4, 1117-1149 (2022). MSC: 90Cxx 49-XX PDF BibTeX XML Cite \textit{D. Ghilli} et al., Optimization 71, No. 4, 1117--1149 (2022; Zbl 07528650) Full Text: DOI OpenURL
Meng, Jin; Chan, Kung-Sik Penalized quasi-likelihood estimation of generalized Pareto regression – consistent identification of risk factors for extreme losses. (English) Zbl 07525952 Insur. Math. Econ. 104, 60-75 (2022). MSC: 91G05 62P05 62G32 PDF BibTeX XML Cite \textit{J. Meng} and \textit{K.-S. Chan}, Insur. Math. Econ. 104, 60--75 (2022; Zbl 07525952) Full Text: DOI OpenURL
Brunton, Steven L.; Budišić, Marko; Kaiser, Eurika; Kutz, J. Nathan Modern Koopman theory for dynamical systems. (English) Zbl 07525524 SIAM Rev. 64, No. 2, 229-340 (2022). MSC: 34A34 37A30 37C10 37M10 37M99 37N35 47A35 47B33 PDF BibTeX XML Cite \textit{S. L. Brunton} et al., SIAM Rev. 64, No. 2, 229--340 (2022; Zbl 07525524) Full Text: DOI OpenURL
He, Yuchen; Kang, Sung-Ha; Liao, Wenjing; Liu, Hao; Liu, Yingjie Robust identification of differential equations by numerical techniques from a single set of noisy observation. (English) Zbl 07525086 SIAM J. Sci. Comput. 44, No. 3, A1145-A1175 (2022). MSC: 65-XX 35R30 65Z05 65M32 PDF BibTeX XML Cite \textit{Y. He} et al., SIAM J. Sci. Comput. 44, No. 3, A1145--A1175 (2022; Zbl 07525086) Full Text: DOI OpenURL
Zhang, Dongliang; Khalili, Abbas; Asgharian, Masoud Post-model-selection inference in linear regression models: an integrated review. (English) Zbl 1485.62091 Stat. Surv. 16, 86-136 (2022). MSC: 62J05 62J07 62H12 62F25 PDF BibTeX XML Cite \textit{D. Zhang} et al., Stat. Surv. 16, 86--136 (2022; Zbl 1485.62091) Full Text: DOI Link OpenURL
Maillard, Guillaume Aggregated hold out for sparse linear regression with a robust loss function. (English) Zbl 07524945 Electron. J. Stat. 16, No. 1, 935-997 (2022). MSC: 62J07 62J99 62G08 PDF BibTeX XML Cite \textit{G. Maillard}, Electron. J. Stat. 16, No. 1, 935--997 (2022; Zbl 07524945) Full Text: DOI Link OpenURL
Yang, Baoying; Wu, Wenbo; Yin, Xiangrong On sufficient variable screening using log odds ratio filter. (English) Zbl 07524934 Electron. J. Stat. 16, No. 1, 498-526 (2022). MSC: 62G05 62J02 62B99 PDF BibTeX XML Cite \textit{B. Yang} et al., Electron. J. Stat. 16, No. 1, 498--526 (2022; Zbl 07524934) Full Text: DOI Link OpenURL
Han, De-Ren A survey on some recent developments of alternating direction method of multipliers. (English) Zbl 07524838 J. Oper. Res. Soc. China 10, No. 1, 1-52 (2022). MSC: 90C30 90C33 65K05 PDF BibTeX XML Cite \textit{D.-R. Han}, J. Oper. Res. Soc. China 10, No. 1, 1--52 (2022; Zbl 07524838) Full Text: DOI OpenURL
Smallman, Luke; Artemiou, Andreas A literature review of (Sparse) exponential family PCA. (English) Zbl 07524139 J. Stat. Theory Pract. 16, No. 1, Paper No. 14, 19 p. (2022). MSC: 62Hxx 62-XX 62Fxx PDF BibTeX XML Cite \textit{L. Smallman} and \textit{A. Artemiou}, J. Stat. Theory Pract. 16, No. 1, Paper No. 14, 19 p. (2022; Zbl 07524139) Full Text: DOI OpenURL
Huang, Jian; Jiao, Yuling; Kang, Lican; Liu, Jin; Liu, Yanyan; Lu, Xiliang GSDAR: a fast Newton algorithm for \(\ell_0\) regularized generalized linear models with statistical guarantee. (English) Zbl 07524011 Comput. Stat. 37, No. 1, 507-533 (2022). MSC: 65C60 PDF BibTeX XML Cite \textit{J. Huang} et al., Comput. Stat. 37, No. 1, 507--533 (2022; Zbl 07524011) Full Text: DOI OpenURL
Li, Weibing; Chekouo, Thierry Bayesian group selection with non-local priors. (English) Zbl 07524000 Comput. Stat. 37, No. 1, 287-302 (2022). MSC: 65C60 PDF BibTeX XML Cite \textit{W. Li} and \textit{T. Chekouo}, Comput. Stat. 37, No. 1, 287--302 (2022; Zbl 07524000) Full Text: DOI OpenURL
Genç, Murat A new double-regularized regression using Liu and lasso regularization. (English) Zbl 07523997 Comput. Stat. 37, No. 1, 159-227 (2022). MSC: 65C60 PDF BibTeX XML Cite \textit{M. Genç}, Comput. Stat. 37, No. 1, 159--227 (2022; Zbl 07523997) Full Text: DOI OpenURL
Zhang, Shuang; Feng, Xingdong Distributed identification of heterogeneous treatment effects. (English) Zbl 07523993 Comput. Stat. 37, No. 1, 57-89 (2022). MSC: 65C60 PDF BibTeX XML Cite \textit{S. Zhang} and \textit{X. Feng}, Comput. Stat. 37, No. 1, 57--89 (2022; Zbl 07523993) Full Text: DOI OpenURL
Rubini, Riccardo; Lasagna, Davide; Da Ronch, Andrea A priori sparsification of Galerkin models. (English) Zbl 07523793 J. Fluid Mech. 941, Paper No. A43, 28 p. (2022). MSC: 76-XX PDF BibTeX XML Cite \textit{R. Rubini} et al., J. Fluid Mech. 941, Paper No. A43, 28 p. (2022; Zbl 07523793) Full Text: DOI OpenURL
Lee, Se Yoon; Mallick, Bani K. Bayesian hierarchical modeling: application towards production results in the Eagle Ford Shale of South Texas. (English) Zbl 07523474 Sankhyā, Ser. B 84, No. 1, 1-43 (2022). MSC: 62F15 62H11 62M20 PDF BibTeX XML Cite \textit{S. Y. Lee} and \textit{B. K. Mallick}, Sankhyā, Ser. B 84, No. 1, 1--43 (2022; Zbl 07523474) Full Text: DOI OpenURL
Mukhopadhyay, Minerva; Bhattacharya, Sourabh Bayes factor asymptotics for variable selection in the Gaussian process framework. (English) Zbl 07523351 Ann. Inst. Stat. Math. 74, No. 3, 581-613 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Mukhopadhyay} and \textit{S. Bhattacharya}, Ann. Inst. Stat. Math. 74, No. 3, 581--613 (2022; Zbl 07523351) Full Text: DOI OpenURL
Luo, Bin; Gao, Xiaoli A high-dimensional M-estimator framework for bi-level variable selection. (English) Zbl 07523350 Ann. Inst. Stat. Math. 74, No. 3, 559-579 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{B. Luo} and \textit{X. Gao}, Ann. Inst. Stat. Math. 74, No. 3, 559--579 (2022; Zbl 07523350) Full Text: DOI OpenURL
Liang, Jane W.; Sen, Śaunak Sparse matrix linear models for structured high-throughput data. (English) Zbl 07522930 Ann. Appl. Stat. 16, No. 1, 169-192 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{J. W. Liang} and \textit{Ś. Sen}, Ann. Appl. Stat. 16, No. 1, 169--192 (2022; Zbl 07522930) Full Text: DOI OpenURL
Chen, Li-Pang Ultrahigh-dimensional sufficient dimension reduction for censored data with measurement error in covariates. (English) Zbl 07522678 J. Appl. Stat. 49, No. 5, 1154-1178 (2022). MSC: 62N01 62N02 62Pxx PDF BibTeX XML Cite \textit{L.-P. Chen}, J. Appl. Stat. 49, No. 5, 1154--1178 (2022; Zbl 07522678) Full Text: DOI OpenURL
Yüzbaşı, Bahadır; Asar, Yasin; Ahmed, S. Ejaz Liu-type shrinkage estimations in linear models. (English) Zbl 07518377 Statistics 56, No. 2, 396-420 (2022). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{B. Yüzbaşı} et al., Statistics 56, No. 2, 396--420 (2022; Zbl 07518377) Full Text: DOI OpenURL
Zhu, Ming; Hu, Rong; Fang, Ya-Ping A dynamical splitting method for minimizing the sum of three convex functions. (English) Zbl 07517483 Numer. Funct. Anal. Optim. 43, No. 2, 221-246 (2022). MSC: 37N40 47H05 65K10 90C25 PDF BibTeX XML Cite \textit{M. Zhu} et al., Numer. Funct. Anal. Optim. 43, No. 2, 221--246 (2022; Zbl 07517483) Full Text: DOI OpenURL
Zhan, Ming-feng; Cai, Zong-wu; Fang, Ying; Lin, Ming Recent advances in statistical methodologies in evaluating program for high-dimensional data. (English) Zbl 07515505 Appl. Math., Ser. B (Engl. Ed.) 37, No. 1, 131-146 (2022). PDF BibTeX XML Cite \textit{M.-f. Zhan} et al., Appl. Math., Ser. B (Engl. Ed.) 37, No. 1, 131--146 (2022; Zbl 07515505) Full Text: DOI OpenURL
Mao, Xiaojun; Peng, Liuhua; Wang, Zhonglei Nonparametric feature selection by random forests and deep neural networks. (English) Zbl 07512629 Comput. Stat. Data Anal. 170, Article ID 107436, 11 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Mao} et al., Comput. Stat. Data Anal. 170, Article ID 107436, 11 p. (2022; Zbl 07512629) Full Text: DOI OpenURL
Cheng, Chao; Feng, Xingdong; Huang, Jian; Jiao, Yuling; Zhang, Shuang \(\ell_0\)-regularized high-dimensional accelerated failure time model. (English) Zbl 07512626 Comput. Stat. Data Anal. 170, Article ID 107430, 18 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{C. Cheng} et al., Comput. Stat. Data Anal. 170, Article ID 107430, 18 p. (2022; Zbl 07512626) Full Text: DOI OpenURL
Zhu, Yuanran; Lei, Huan Effective Mori-Zwanzig equation for the reduced-order modeling of stochastic systems. (English) Zbl 1484.65020 Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 959-982 (2022). MSC: 65C30 82B31 47D07 PDF BibTeX XML Cite \textit{Y. Zhu} and \textit{H. Lei}, Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 959--982 (2022; Zbl 1484.65020) Full Text: DOI OpenURL
Tao, Min Minimization of \(L_1\) over \(L_2\) for sparse signal recovery with convergence guarantee. (English) Zbl 07511039 SIAM J. Sci. Comput. 44, No. 2, A770-A797 (2022). MSC: 90C26 90C90 49N45 PDF BibTeX XML Cite \textit{M. Tao}, SIAM J. Sci. Comput. 44, No. 2, A770--A797 (2022; Zbl 07511039) Full Text: DOI OpenURL
Shin, Wooyoung; Kim, Mingang; Jung, Yoonsuh Efficient information-based criteria for model selection in quantile regression. (English) Zbl 1485.62049 J. Korean Stat. Soc. 51, No. 1, 245-281 (2022). MSC: 62G08 62B10 PDF BibTeX XML Cite \textit{W. Shin} et al., J. Korean Stat. Soc. 51, No. 1, 245--281 (2022; Zbl 1485.62049) Full Text: DOI OpenURL
Xia, Siwei; Yang, Yuehan; Yang, Hu Sparse Laplacian shrinkage with the graphical Lasso estimator for regression problems. (English) Zbl 1484.62096 Test 31, No. 1, 255-277 (2022). MSC: 62J07 62F12 62J05 PDF BibTeX XML Cite \textit{S. Xia} et al., Test 31, No. 1, 255--277 (2022; Zbl 1484.62096) Full Text: DOI OpenURL
Wang, Zhu MM for penalized estimation. (English) Zbl 1484.62036 Test 31, No. 1, 54-75 (2022). MSC: 62F35 62H30 62J07 62-08 68U01 PDF BibTeX XML Cite \textit{Z. Wang}, Test 31, No. 1, 54--75 (2022; Zbl 1484.62036) Full Text: DOI OpenURL
Perez, Guillaume; Ament, Sebastian; Gomes, Carla; Barlaud, Michel Efficient projection algorithms onto the weighted \(\ell_1\) ball. (English) Zbl 07505985 Artif. Intell. 306, Article ID 103683, 14 p. (2022). MSC: 68Txx PDF BibTeX XML Cite \textit{G. Perez} et al., Artif. Intell. 306, Article ID 103683, 14 p. (2022; Zbl 07505985) Full Text: DOI OpenURL
Ogundimu, Emmanuel O. Regularization and variable selection in Heckman selection model. (English) Zbl 07504798 Stat. Pap. 63, No. 2, 421-439 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{E. O. Ogundimu}, Stat. Pap. 63, No. 2, 421--439 (2022; Zbl 07504798) Full Text: DOI OpenURL
Yang, Kai; Ding, Xue; Yuan, Xiaohui Bayesian empirical likelihood inference and order shrinkage for autoregressive models. (English) Zbl 07504785 Stat. Pap. 63, No. 1, 97-121 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{K. Yang} et al., Stat. Pap. 63, No. 1, 97--121 (2022; Zbl 07504785) Full Text: DOI OpenURL
Wu, Xiaofei; Liang, Rongmei; Yang, Hu Penalized and constrained LAD estimation in fixed and high dimension. (English) Zbl 07504784 Stat. Pap. 63, No. 1, 53-95 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Wu} et al., Stat. Pap. 63, No. 1, 53--95 (2022; Zbl 07504784) Full Text: DOI OpenURL
Zhao, Jun; Yan, Guan’ao; Zhang, Yi Robust estimation and shrinkage in ultrahigh dimensional expectile regression with heavy tails and variance heterogeneity. (English) Zbl 07504782 Stat. Pap. 63, No. 1, 1-28 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Zhao} et al., Stat. Pap. 63, No. 1, 1--28 (2022; Zbl 07504782) Full Text: DOI OpenURL
Kremer, Philipp J.; Brzyski, Damian; Bogdan, Małgorzata; Paterlini, Sandra Sparse index clones via the sorted \(\ell_1\)-norm. (English) Zbl 1484.91430 Quant. Finance 22, No. 2, 349-366 (2022). MSC: 91G10 62P05 PDF BibTeX XML Cite \textit{P. J. Kremer} et al., Quant. Finance 22, No. 2, 349--366 (2022; Zbl 1484.91430) Full Text: DOI OpenURL
Sridaran, Dilan; Sherris, Michael; Villegas, Andrés M.; Ziveyi, Jonathan A group regularisation approach for constructing generalised age-period-cohort mortality projection models. (English) Zbl 1484.91405 ASTIN Bull. 52, No. 1, 247-289 (2022). MSC: 91G05 91D20 PDF BibTeX XML Cite \textit{D. Sridaran} et al., ASTIN Bull. 52, No. 1, 247--289 (2022; Zbl 1484.91405) Full Text: DOI OpenURL
Hudson, Aaron; Shojaie, Ali Covariate-adjusted inference for differential analysis of high-dimensional networks. (English) Zbl 07502904 Sankhyā, Ser. A 84, No. 1, 345-388 (2022). MSC: 62H22 62J07 PDF BibTeX XML Cite \textit{A. Hudson} and \textit{A. Shojaie}, Sankhyā, Ser. A 84, No. 1, 345--388 (2022; Zbl 07502904) Full Text: DOI OpenURL
Zhang, Dongdong; Pan, Shaohua; Bi, Shujun A proximal dual semismooth Newton method for zero-norm penalized quantile regression estimator. (English) Zbl 07500458 Stat. Sin. 32, No. 2, 1121-1141 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{D. Zhang} et al., Stat. Sin. 32, No. 2, 1121--1141 (2022; Zbl 07500458) Full Text: DOI OpenURL
Yang, Bingduo; Cai, Zongwu; Hafner, Christian; Liu, Guannan Time-varying mixture copula models with copula selection. (English) Zbl 07500455 Stat. Sin. 32, No. 2, 1049-1077 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{B. Yang} et al., Stat. Sin. 32, No. 2, 1049--1077 (2022; Zbl 07500455) Full Text: DOI OpenURL
Yu, Yanjia; Yang, Yi; Yang, Yuhong Performance assessment of high-dimensional variable identification. (English) Zbl 07500440 Stat. Sin. 32, No. 2, 695-718 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Yu} et al., Stat. Sin. 32, No. 2, 695--718 (2022; Zbl 07500440) Full Text: DOI OpenURL
Roozbeh, M.; Babaie-Kafaki, S.; Manavi, M. A heuristic algorithm to combat outliers and multicollinearity in regression model analysis. (English) Zbl 1482.62077 Iran. J. Numer. Anal. Optim. 12, No. 1, 173-186 (2022). MSC: 62J05 90C11 90C59 PDF BibTeX XML Cite \textit{M. Roozbeh} et al., Iran. J. Numer. Anal. Optim. 12, No. 1, 173--186 (2022; Zbl 1482.62077) Full Text: DOI OpenURL
Yue, Chao; Xuejun, Ma; Yaguang, Li; Lei, Huang A penalized estimation for the Cox model with ordinal multinomial covariates. (English) Zbl 07498032 J. Stat. Comput. Simulation 92, No. 6, 1194-1223 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{C. Yue} et al., J. Stat. Comput. Simulation 92, No. 6, 1194--1223 (2022; Zbl 07498032) Full Text: DOI OpenURL
Silin, Igor; Fan, Jianqing Canonical thresholding for nonsparse high-dimensional linear regression. (English) Zbl 07496885 Ann. Stat. 50, No. 1, 460-486 (2022). MSC: 62J05 62H12 62H25 PDF BibTeX XML Cite \textit{I. Silin} and \textit{J. Fan}, Ann. Stat. 50, No. 1, 460--486 (2022; Zbl 07496885) Full Text: DOI OpenURL
Han, Qiyang; Sen, Bodhisattva; Shen, Yandi High-dimensional asymptotics of likelihood ratio tests in the Gaussian sequence model under convex constraints. (English) Zbl 1485.60038 Ann. Stat. 50, No. 1, 376-406 (2022). MSC: 60F17 62E17 PDF BibTeX XML Cite \textit{Q. Han} et al., Ann. Stat. 50, No. 1, 376--406 (2022; Zbl 1485.60038) Full Text: DOI OpenURL
Celentano, Michael; Montanari, Andrea Fundamental barriers to high-dimensional regression with convex penalties. (English) Zbl 07496874 Ann. Stat. 50, No. 1, 170-196 (2022). MSC: 62J05 62J07 62H12 62F12 94A12 PDF BibTeX XML Cite \textit{M. Celentano} and \textit{A. Montanari}, Ann. Stat. 50, No. 1, 170--196 (2022; Zbl 07496874) Full Text: DOI OpenURL
Han, Rungang; Willett, Rebecca; Zhang, Anru R. An optimal statistical and computational framework for generalized tensor estimation. (English) Zbl 07496867 Ann. Stat. 50, No. 1, 1-29 (2022). MSC: 62H12 15A69 62H25 62C20 90C26 PDF BibTeX XML Cite \textit{R. Han} et al., Ann. Stat. 50, No. 1, 1--29 (2022; Zbl 07496867) Full Text: DOI OpenURL
Wei, Linchuan; Gómez, Andrés; Küçükyavuz, Simge Ideal formulations for constrained convex optimization problems with indicator variables. (English) Zbl 07495413 Math. Program. 192, No. 1-2 (B), 57-88 (2022). MSC: 90C11 49M27 90C25 PDF BibTeX XML Cite \textit{L. Wei} et al., Math. Program. 192, No. 1--2 (B), 57--88 (2022; Zbl 07495413) Full Text: DOI OpenURL
Driggs, Derek; Ehrhardt, Matthias J.; Schönlieb, Carola-Bibiane Accelerating variance-reduced stochastic gradient methods. (English) Zbl 07495399 Math. Program. 191, No. 2 (A), 671-715 (2022). MSC: 90C25 90C15 90C60 68Q25 90C06 PDF BibTeX XML Cite \textit{D. Driggs} et al., Math. Program. 191, No. 2 (A), 671--715 (2022; Zbl 07495399) Full Text: DOI OpenURL
Allen, Cody; de Oliveira, Mauricio A minimal cardinality solution to fitting sawtooth piecewise-linear functions. (English) Zbl 07492867 J. Optim. Theory Appl. 192, No. 3, 930-959 (2022). MSC: 90C27 62J07 46N10 PDF BibTeX XML Cite \textit{C. Allen} and \textit{M. de Oliveira}, J. Optim. Theory Appl. 192, No. 3, 930--959 (2022; Zbl 07492867) Full Text: DOI OpenURL