Bai, Zhidong; Choi, Kwok Pui; Fujikoshi, Yasunori; Hu, Jiang Asymptotics of AIC, BIC and \(C_p\) model selection rules in high-dimensional regression. (English) Zbl 07594063 Bernoulli 28, No. 4, 2375-2403 (2022). MSC: 62-XX 68-XX 60-XX PDF BibTeX XML Cite \textit{Z. Bai} et al., Bernoulli 28, No. 4, 2375--2403 (2022; Zbl 07594063) Full Text: DOI Link OpenURL
Torres, Jean P. Tremeschin; Hoshino, Edna A. LP-based heuristics for the distinguishing string and substring selection problems. (English) Zbl 07592272 Ann. Oper. Res. 316, No. 2, 1205-1234 (2022). MSC: 90Cxx 68Wxx 68Pxx PDF BibTeX XML Cite \textit{J. P. T. Torres} and \textit{E. A. Hoshino}, Ann. Oper. Res. 316, No. 2, 1205--1234 (2022; Zbl 07592272) Full Text: DOI OpenURL
He, Lanlan; Qin, Hong; Ning, Jianhui Weighted symmetrized centered discrepancy for uniform design. (English) Zbl 07584565 Commun. Stat., Simulation Comput. 51, No. 8, 4509-4519 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{L. He} et al., Commun. Stat., Simulation Comput. 51, No. 8, 4509--4519 (2022; Zbl 07584565) Full Text: DOI OpenURL
Warren, Joshua L.; Chang, Howard H.; Warren, Lauren K.; Strickland, Matthew J.; Darrow, Lyndsey A.; Mulholland, James A. Critical window variable selection for mixtures: estimating the impact of multiple air pollutants on stillbirth. (English) Zbl 07581775 Ann. Appl. Stat. 16, No. 3, 1633-1652 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{J. L. Warren} et al., Ann. Appl. Stat. 16, No. 3, 1633--1652 (2022; Zbl 07581775) Full Text: DOI OpenURL
Cavalaro, Lucas L.; Pereira, Gustavo H. A. A procedure for variable selection in double generalized linear models. (English) Zbl 07572882 J. Stat. Comput. Simulation 92, No. 13, 2703-2720 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{L. L. Cavalaro} and \textit{G. H. A. Pereira}, J. Stat. Comput. Simulation 92, No. 13, 2703--2720 (2022; Zbl 07572882) Full Text: DOI OpenURL
Tang, Shiyi; Zheng, Jiali Penalized estimation in finite mixture of ultra-high dimensional regression models. (English) Zbl 07571108 Commun. Stat., Theory Methods 51, No. 17, 5971-5992 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Tang} and \textit{J. Zheng}, Commun. Stat., Theory Methods 51, No. 17, 5971--5992 (2022; Zbl 07571108) Full Text: DOI OpenURL
Chan, Ngai Hang; Gao, Linhao; Palma, Wilfredo Simultaneous variable selection and structural identification for time-varying coefficient models. (English) Zbl 07570753 J. Time Ser. Anal. 43, No. 4, 511-531 (2022). MSC: 62Mxx 62M10 PDF BibTeX XML Cite \textit{N. H. Chan} et al., J. Time Ser. Anal. 43, No. 4, 511--531 (2022; Zbl 07570753) Full Text: DOI OpenURL
de Carvalho, M.; Pereira, S.; Pereira, P.; de Zea Bermudez, P. An extreme value Bayesian Lasso for the conditional left and right tails. (English) Zbl 07570501 J. Agric. Biol. Environ. Stat. 27, No. 2, 222-239 (2022). MSC: 62P12 PDF BibTeX XML Cite \textit{M. de Carvalho} et al., J. Agric. Biol. Environ. Stat. 27, No. 2, 222--239 (2022; Zbl 07570501) Full Text: DOI OpenURL
Yang, Yin; Wang, Jindi; Chen, Yanping; Liao, Hong-lin Compatible \(L^2\) norm convergence of variable-step L1 scheme for the time-fractional MBE model with slope selection. (English) Zbl 07568562 J. Comput. Phys. 467, Article ID 111467, 16 p. (2022). MSC: 65Mxx 35Rxx 35Qxx PDF BibTeX XML Cite \textit{Y. Yang} et al., J. Comput. Phys. 467, Article ID 111467, 16 p. (2022; Zbl 07568562) Full Text: DOI OpenURL
Fraser, D. A. S.; Bédard, Mylène The linear Lasso: a location model approach. (English. French summary) Zbl 07566554 Can. J. Stat. 50, No. 2, 437-453 (2022). MSC: 62J07 62J20 PDF BibTeX XML Cite \textit{D. A. S. Fraser} and \textit{M. Bédard}, Can. J. Stat. 50, No. 2, 437--453 (2022; Zbl 07566554) Full Text: DOI OpenURL
Mehrotra, Suchit; Maity, Arnab Simultaneous variable selection, clustering, and smoothing in function-on-scalar regression. (English. French summary) Zbl 07566541 Can. J. Stat. 50, No. 1, 180-199 (2022). MSC: 62R10 62J99 62F15 62P10 PDF BibTeX XML Cite \textit{S. Mehrotra} and \textit{A. Maity}, Can. J. Stat. 50, No. 1, 180--199 (2022; Zbl 07566541) Full Text: DOI OpenURL
Cai, Xiong; Xue, Liugen; Cao, Jiguo [Alzheimer’s Disease Neuroimaging Initiative] Robust estimation and variable selection for function-on-scalar regression. (English. French summary) Zbl 07566540 Can. J. Stat. 50, No. 1, 162-179 (2022). MSC: 62G08 62R10 62G35 62G20 PDF BibTeX XML Cite \textit{X. Cai} et al., Can. J. Stat. 50, No. 1, 162--179 (2022; Zbl 07566540) Full Text: DOI OpenURL
Ghosal, Rahul; Maity, Arnab Variable selection in nonparametric functional concurrent regression. (English. French summary) Zbl 07566539 Can. J. Stat. 50, No. 1, 142-161 (2022). MSC: 62G08 65D10 62R10 PDF BibTeX XML Cite \textit{R. Ghosal} and \textit{A. Maity}, Can. J. Stat. 50, No. 1, 142--161 (2022; Zbl 07566539) Full Text: DOI OpenURL
Dong, Yushen; Wu, Yichao Nonparametric interaction selection. (English) Zbl 07559726 Stat. Sin. 32, No. 3, 1563-1582 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Dong} and \textit{Y. Wu}, Stat. Sin. 32, No. 3, 1563--1582 (2022; Zbl 07559726) Full Text: DOI OpenURL
Lee, Ji Hyung; Shi, Zhentao; Gao, Zhan On LASSO for predictive regression. (English) Zbl 07557268 J. Econom. 229, No. 2, 322-349 (2022). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{J. H. Lee} et al., J. Econom. 229, No. 2, 322--349 (2022; Zbl 07557268) Full Text: DOI arXiv OpenURL
Dao, Mai; Wang, Min; Ghosh, Souparno; Ye, Keying Bayesian variable selection and estimation in quantile regression using a quantile-specific prior. (English) Zbl 07556987 Comput. Stat. 37, No. 3, 1339-1368 (2022). MSC: 65C60 PDF BibTeX XML Cite \textit{M. Dao} et al., Comput. Stat. 37, No. 3, 1339--1368 (2022; Zbl 07556987) Full Text: DOI OpenURL
Kang, Sang Gil; Lee, Woo Dong; Kim, Yongku Objective Bayesian group variable selection for linear model. (English) Zbl 07556985 Comput. Stat. 37, No. 3, 1287-1310 (2022). MSC: 65C60 PDF BibTeX XML Cite \textit{S. G. Kang} et al., Comput. Stat. 37, No. 3, 1287--1310 (2022; Zbl 07556985) Full Text: DOI OpenURL
Ma, Wei; Wang, Lei Smoothed quantile regression with nonignorable dropouts. (English) Zbl 07556883 Anal. Appl., Singap. 20, No. 5, 859-894 (2022). MSC: 62G20 62G05 PDF BibTeX XML Cite \textit{W. Ma} and \textit{L. Wang}, Anal. Appl., Singap. 20, No. 5, 859--894 (2022; Zbl 07556883) Full Text: DOI OpenURL
Zhu, Shixiang; Xie, Yao Spatiotemporal-textual point processes for crime linkage detection. (English) Zbl 07556671 Ann. Appl. Stat. 16, No. 2, 1151-1170 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{S. Zhu} and \textit{Y. Xie}, Ann. Appl. Stat. 16, No. 2, 1151--1170 (2022; Zbl 07556671) Full Text: DOI OpenURL
Zeng, Weijia; Zhang, Riquan A distributed algorithm for Lasso variable selection. (Chinese. English summary) Zbl 07554556 Chin. J. Appl. Probab. Stat. 38, No. 1, 99-110 (2022). MSC: 62J99 62-07 PDF BibTeX XML Cite \textit{W. Zeng} and \textit{R. Zhang}, Chin. J. Appl. Probab. Stat. 38, No. 1, 99--110 (2022; Zbl 07554556) Full Text: Link OpenURL
Ma, Xuejun; Du, Yue; Wang, Jingli Model detection and variable selection for mode varying coefficient model. (English) Zbl 1490.62191 Stat. Methods Appl. 31, No. 2, 321-341 (2022). MSC: 62J07 62G08 PDF BibTeX XML Cite \textit{X. Ma} et al., Stat. Methods Appl. 31, No. 2, 321--341 (2022; Zbl 1490.62191) Full Text: DOI arXiv OpenURL
González, Rodrigo A.; Rojas, Cristian R.; Pan, Siqi; Welsh, James S. Theoretical and practical aspects of the convergence of the SRIVC estimator for over-parameterized models. (English) Zbl 07553563 Automatica 142, Article ID 110355, 11 p. (2022). MSC: 93B30 93C05 PDF BibTeX XML Cite \textit{R. A. González} et al., Automatica 142, Article ID 110355, 11 p. (2022; Zbl 07553563) Full Text: DOI OpenURL
Wang, Yan; Jiang, Yunlu; Zhang, Jiantao; Chen, Zhongran; Xie, Baojian; Zhao, Chengxiang Robust variable selection based on the random quantile Lasso. (English) Zbl 07553296 Commun. Stat., Simulation Comput. 51, No. 1, 29-39 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Wang} et al., Commun. Stat., Simulation Comput. 51, No. 1, 29--39 (2022; Zbl 07553296) Full Text: DOI OpenURL
Abid, Ilyes; Ayadi, Rim; Guesmi, Khaled; Mkaouar, Farid A new approach to deal with variable selection in neural networks: an application to bankruptcy prediction. (English) Zbl 07553127 Ann. Oper. Res. 313, No. 2, 605-623 (2022). MSC: 91G50 68T07 PDF BibTeX XML Cite \textit{I. Abid} et al., Ann. Oper. Res. 313, No. 2, 605--623 (2022; Zbl 07553127) Full Text: DOI OpenURL
Son, Minjeong; Choi, Taehwa; Shin, Seung Jun; Jung, Yoonsuh; Choi, Sangbum Regularized linear censored quantile regression. (English) Zbl 07553103 J. Korean Stat. Soc. 51, No. 2, 589-607 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Son} et al., J. Korean Stat. Soc. 51, No. 2, 589--607 (2022; Zbl 07553103) Full Text: DOI OpenURL
Zhang, Ting; Wang, Lei Smoothed partially linear quantile regression with nonignorable missing response. (English) Zbl 07553097 J. Korean Stat. Soc. 51, No. 2, 441-479 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{T. Zhang} and \textit{L. Wang}, J. Korean Stat. Soc. 51, No. 2, 441--479 (2022; Zbl 07553097) Full Text: DOI OpenURL
Gao, Mingyu; Wen, Canhong Subset selection in network-linked data. (English) Zbl 07551358 J. Stat. Comput. Simulation 92, No. 11, 2350-2371 (2022). MSC: 62-XX 62J05 62P25 PDF BibTeX XML Cite \textit{M. Gao} and \textit{C. Wen}, J. Stat. Comput. Simulation 92, No. 11, 2350--2371 (2022; Zbl 07551358) Full Text: DOI OpenURL
Chen, Liting; Wandelt, Sebastian; Dai, Weibin; Sun, Xiaoqian Scalable vertiport hub location selection for air taxi operations in a metropolitan region. (English) Zbl 07551213 INFORMS J. Comput. 34, No. 2, 834-856 (2022). MSC: 90B20 90B80 90C59 PDF BibTeX XML Cite \textit{L. Chen} et al., INFORMS J. Comput. 34, No. 2, 834--856 (2022; Zbl 07551213) Full Text: DOI OpenURL
Bastien, B.; Boukhobza, T.; Dumond, H.; Gégout-Petit, A.; Muller-Gueudin, A.; Thiébaut, C. A statistical methodology to select covariates in high-dimensional data under dependence. Application to the classification of genetic profiles in oncology. (English) Zbl 07549089 J. Appl. Stat. 49, No. 3, 764-781 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{B. Bastien} et al., J. Appl. Stat. 49, No. 3, 764--781 (2022; Zbl 07549089) Full Text: DOI arXiv OpenURL
Tang, Qingguo; Karunamuni, Rohana J.; Liu, Boxiao Regularized robust estimation in binary regression models. (English) Zbl 07549078 J. Appl. Stat. 49, No. 3, 574-598 (2022). MSC: 62Pxx 62F35 PDF BibTeX XML Cite \textit{Q. Tang} et al., J. Appl. Stat. 49, No. 3, 574--598 (2022; Zbl 07549078) 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
Özpeynirci, Selin; Özpeynirci, Özgür; Mousseau, Vincent Portfolio decision analysis with a generalized balance approach. (English) Zbl 07546482 Comput. Oper. Res. 142, Article ID 105705, 9 p. (2022). MSC: 90Bxx PDF BibTeX XML Cite \textit{S. Özpeynirci} et al., Comput. Oper. Res. 142, Article ID 105705, 9 p. (2022; Zbl 07546482) Full Text: DOI OpenURL
Seo, Beomseok; Lin, Lin; Li, Jia Block-wise variable selection for clustering via latent states of mixture models. (English) Zbl 07546465 J. Comput. Graph. Stat. 31, No. 1, 138-150 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{B. Seo} et al., J. Comput. Graph. Stat. 31, No. 1, 138--150 (2022; Zbl 07546465) 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
Rezazadeh, H.; Eskandari, F.; Moghadam, M. Bameni; Ormoz, E. Variable selection in finite mixture of generalized estimating equations. (English) Zbl 1489.62188 Commun. Stat., Simulation Comput. 51, No. 6, 3237-3251 (2022). MSC: 62H30 62G05 PDF BibTeX XML Cite \textit{H. Rezazadeh} et al., Commun. Stat., Simulation Comput. 51, No. 6, 3237--3251 (2022; Zbl 1489.62188) Full Text: DOI OpenURL
Fop, Michael; Mattei, Pierre-Alexandre; Bouveyron, Charles; Murphy, Thomas Brendan Unobserved classes and extra variables in high-dimensional discriminant analysis. (English) Zbl 07538944 Adv. Data Anal. Classif., ADAC 16, No. 1, 55-92 (2022). MSC: 62H30 PDF BibTeX XML Cite \textit{M. Fop} et al., Adv. Data Anal. Classif., ADAC 16, No. 1, 55--92 (2022; Zbl 07538944) Full Text: DOI OpenURL
Feng, Guohua; Gao, Jiti; Peng, Bin An integrated panel data approach to modelling economic growth. (English) Zbl 07538786 J. Econom. 228, No. 2, 379-397 (2022). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{G. Feng} et al., J. Econom. 228, No. 2, 379--397 (2022; Zbl 07538786) Full Text: DOI arXiv 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
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
Zhao, Mingtao; Gao, Yuzhao; Cui, Yuehua Variable selection for longitudinal varying coefficient errors-in-variables models. (English) Zbl 07533656 Commun. Stat., Theory Methods 51, No. 11, 3713-3738 (2022). MSC: 62F12 62E20 62G08 62-XX PDF BibTeX XML Cite \textit{M. Zhao} et al., Commun. Stat., Theory Methods 51, No. 11, 3713--3738 (2022; Zbl 07533656) 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
Wang, Bao-Hua; Liang, Han-Ying Empirical likelihood in varying-coefficient quantile regression with missing observations. (English) Zbl 07532272 Commun. Stat., Theory Methods 51, No. 1, 267-283 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{B.-H. Wang} and \textit{H.-Y. Liang}, Commun. Stat., Theory Methods 51, No. 1, 267--283 (2022; Zbl 07532272) Full Text: DOI OpenURL
Xia, Yafeng; Zhang, Lirong; Zhang, Aiping Variable selection for partially varying coefficient model based on modal regression under high dimensional data. (English) Zbl 07532270 Commun. Stat., Theory Methods 51, No. 1, 232-248 (2022). MSC: 62G05 62G08 62-XX PDF BibTeX XML Cite \textit{Y. Xia} et al., Commun. Stat., Theory Methods 51, No. 1, 232--248 (2022; Zbl 07532270) Full Text: DOI OpenURL
Hooker, Giles; Shang, Han Lin Selecting the derivative of a functional covariate in scalar-on-function regression. (English) Zbl 1486.62007 Stat. Comput. 32, No. 3, Paper No. 35, 12 p. (2022). MSC: 62-08 62G08 62R10 PDF BibTeX XML Cite \textit{G. Hooker} and \textit{H. L. Shang}, Stat. Comput. 32, No. 3, Paper No. 35, 12 p. (2022; Zbl 1486.62007) Full Text: DOI OpenURL
Li, Bo; Sun, Yufei; Teo, Kok Lay An analytic solution for multi-period uncertain portfolio selection problem. (English) Zbl 1491.91122 Fuzzy Optim. Decis. Mak. 21, No. 2, 319-333 (2022). MSC: 91G10 90C39 PDF BibTeX XML Cite \textit{B. Li} et al., Fuzzy Optim. Decis. Mak. 21, No. 2, 319--333 (2022; Zbl 1491.91122) Full Text: DOI OpenURL
De Santis, E.; Galves, A.; Nappo, G.; Piccioni, M. Estimating the interaction graph of stochastic neuronal dynamics by observing only pairs of neurons. (English) Zbl 07527296 Stochastic Processes Appl. 149, 224-247 (2022). MSC: 62M45 60E15 62M30 PDF BibTeX XML Cite \textit{E. De Santis} et al., Stochastic Processes Appl. 149, 224--247 (2022; Zbl 07527296) Full Text: DOI OpenURL
Crevecoeur, Jonas; Robben, Jens; Antonio, Katrien A hierarchical reserving model for reported non-life insurance claims. (English) Zbl 07525956 Insur. Math. Econ. 104, 158-184 (2022). Reviewer: Emilia Di Lorenzo (Napoli) MSC: 91G05 PDF BibTeX XML Cite \textit{J. Crevecoeur} et al., Insur. Math. Econ. 104, 158--184 (2022; Zbl 07525956) Full Text: DOI arXiv 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
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 arXiv 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 arXiv OpenURL
Fujimori, Kou The variable selection by the Dantzig selector for Cox’s proportional hazards model. (English) Zbl 07523348 Ann. Inst. Stat. Math. 74, No. 3, 515-537 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{K. Fujimori}, Ann. Inst. Stat. Math. 74, No. 3, 515--537 (2022; Zbl 07523348) Full Text: DOI OpenURL
Luan, Jiaming; Wang, Hongwei; Wang, Kangning; Zhang, Benle Robust distributed estimation and variable selection for massive datasets via rank regression. (English) Zbl 07523344 Ann. Inst. Stat. Math. 74, No. 3, 435-450 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Luan} et al., Ann. Inst. Stat. Math. 74, No. 3, 435--450 (2022; Zbl 07523344) Full Text: DOI OpenURL
Zhang, Baqun; Zhang, Min Subgroup identification and variable selection for treatment decision making. (English) Zbl 07522924 Ann. Appl. Stat. 16, No. 1, 40-59 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{B. Zhang} and \textit{M. Zhang}, Ann. Appl. Stat. 16, No. 1, 40--59 (2022; Zbl 07522924) Full Text: DOI OpenURL
Fang, Kuangnan; Wang, Peng; Zhang, Xiaochen; Zhang, Qingzhao Structured sparse support vector machine with ordered features. (English) Zbl 07522675 J. Appl. Stat. 49, No. 5, 1105-1120 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{K. Fang} et al., J. Appl. Stat. 49, No. 5, 1105--1120 (2022; Zbl 07522675) Full Text: DOI OpenURL
Yin, Wenjing; Zhao, Sihai Dave; Liang, Feng Bayesian penalized Buckley-James method for high dimensional bivariate censored regression models. (English) Zbl 07522670 Lifetime Data Anal. 28, No. 2, 282-318 (2022). MSC: 62Nxx 62P10 PDF BibTeX XML Cite \textit{W. Yin} et al., Lifetime Data Anal. 28, No. 2, 282--318 (2022; Zbl 07522670) 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 arXiv 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 arXiv 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
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
Feng, Sanying; Zhang, Menghan; Tong, Tiejun Variable selection for functional linear models with strong heredity constraint. (English) Zbl 07502573 Ann. Inst. Stat. Math. 74, No. 2, 321-339 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Feng} et al., Ann. Inst. Stat. Math. 74, No. 2, 321--339 (2022; Zbl 07502573) 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
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
Huang, Yunxiang; Wang, Qihua A functional information criterion for region selection in functional linear models. (English) Zbl 07500438 Stat. Sin. 32, No. 2, 653-671 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Huang} and \textit{Q. Wang}, Stat. Sin. 32, No. 2, 653--671 (2022; Zbl 07500438) Full Text: DOI OpenURL
Jeong, Donghoon; Im, Jongho; Kim, Young Min Cosine-based variable bandwidth selection for nonparametric spectral density estimation under long-range dependence. (English) Zbl 07498030 J. Stat. Comput. Simulation 92, No. 6, 1158-1174 (2022). MSC: 62G07 62-XX PDF BibTeX XML Cite \textit{D. Jeong} et al., J. Stat. Comput. Simulation 92, No. 6, 1158--1174 (2022; Zbl 07498030) Full Text: DOI OpenURL
Kang, Sang Gil; Kim, Dal Ho; Lee, Woo Dong; Kim, Yongku Objective Bayesian variable selection in linear regression model. (English) Zbl 07498029 J. Stat. Comput. Simulation 92, No. 6, 1133-1157 (2022). MSC: 62F15 62-XX PDF BibTeX XML Cite \textit{S. G. Kang} et al., J. Stat. Comput. Simulation 92, No. 6, 1133--1157 (2022; Zbl 07498029) Full Text: DOI OpenURL
Spector, Asher; Janson, Lucas Powerful knockoffs via minimizing reconstructability. (English) Zbl 1486.62130 Ann. Stat. 50, No. 1, 252-276 (2022). MSC: 62G10 62J12 PDF BibTeX XML Cite \textit{A. Spector} and \textit{L. Janson}, Ann. Stat. 50, No. 1, 252--276 (2022; Zbl 1486.62130) Full Text: DOI OpenURL
Zhao, Puying; Haziza, David; Wu, Changbao Sample empirical likelihood and the design-based oracle variable selection theory. (English) Zbl 07484126 Stat. Sin. 32, No. 1, 435-457 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{P. Zhao} et al., Stat. Sin. 32, No. 1, 435--457 (2022; Zbl 07484126) Full Text: DOI OpenURL
Lin, Bingqing; Pang, Zhen; Zhang, Jun; Chen, Cuiqing Fast feature selection via streamwise procedure for massive data. (English) Zbl 07477296 Braz. J. Probab. Stat. 36, No. 1, 81-102 (2022). MSC: 62-XX 65-XX PDF BibTeX XML Cite \textit{B. Lin} et al., Braz. J. Probab. Stat. 36, No. 1, 81--102 (2022; Zbl 07477296) Full Text: DOI OpenURL
Sun, Zhihua; Liu, Yi; Chen, Kani; Li, Gang Broken adaptive ridge regression for right-censored survival data. (English) Zbl 07473255 Ann. Inst. Stat. Math. 74, No. 1, 69-91 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Sun} et al., Ann. Inst. Stat. Math. 74, No. 1, 69--91 (2022; Zbl 07473255) Full Text: DOI arXiv OpenURL
Amato, Umberto; Antoniadis, Anestis; Feis, Italia De; Gijbels, Irène Wavelet-based robust estimation and variable selection in nonparametric additive models. (English) Zbl 1477.62003 Stat. Comput. 32, No. 1, Paper No. 11, 19 p. (2022). MSC: 62-08 62G08 62G35 62J05 62H12 PDF BibTeX XML Cite \textit{U. Amato} et al., Stat. Comput. 32, No. 1, Paper No. 11, 19 p. (2022; Zbl 1477.62003) Full Text: DOI OpenURL
Aneiros, Germán; Novo, Silvia; Vieu, Philippe Variable selection in functional regression models: a review. (English) Zbl 07451368 J. Multivariate Anal. 188, Article ID 104871, 13 p. (2022). MSC: 62H12 62R10 PDF BibTeX XML Cite \textit{G. Aneiros} et al., J. Multivariate Anal. 188, Article ID 104871, 13 p. (2022; Zbl 07451368) Full Text: DOI OpenURL
Girard, Stéphane; Lorenzo, Hadrien; Saracco, Jérôme Advanced topics in sliced inverse regression. (English) Zbl 07451361 J. Multivariate Anal. 188, Article ID 104852, 14 p. (2022). MSC: 62H12 62J07 62J99 PDF BibTeX XML Cite \textit{S. Girard} et al., J. Multivariate Anal. 188, Article ID 104852, 14 p. (2022; Zbl 07451361) Full Text: DOI OpenURL
Chauvet, Guillaume; Goga, Camelia Asymptotic efficiency of the calibration estimator in a high-dimensional data setting. (English) Zbl 1480.62022 J. Stat. Plann. Inference 217, 177-187 (2022). MSC: 62D05 PDF BibTeX XML Cite \textit{G. Chauvet} and \textit{C. Goga}, J. Stat. Plann. Inference 217, 177--187 (2022; Zbl 1480.62022) Full Text: DOI OpenURL
Leach, Justin M.; Aban, Inmaculada; Yi, Nengjun [The Alzheimer’s Disease Neuroimaging Initiative] Incorporating spatial structure into inclusion probabilities for Bayesian variable selection in generalized linear models with the spike-and-slab elastic net. (English) Zbl 1478.62208 J. Stat. Plann. Inference 217, 141-152 (2022). MSC: 62J12 62J07 62F15 62M30 62P10 PDF BibTeX XML Cite \textit{J. M. Leach} et al., J. Stat. Plann. Inference 217, 141--152 (2022; Zbl 1478.62208) Full Text: DOI OpenURL
Chen, Yifan; Wang, Yang; Ren, Pengjie; Wang, Meng; de Rijke, Maarten Bayesian feature interaction selection for factorization machines. (English) Zbl 07443166 Artif. Intell. 302, Article ID 103589, 31 p. (2022). MSC: 62F15 68T05 PDF BibTeX XML Cite \textit{Y. Chen} et al., Artif. Intell. 302, Article ID 103589, 31 p. (2022; Zbl 07443166) Full Text: DOI OpenURL
Sun, Yan; Song, Qifan; Liang, Faming Learning sparse deep neural networks with a spike-and-slab prior. (English) Zbl 1478.62286 Stat. Probab. Lett. 180, Article ID 109246, 6 p. (2022). MSC: 62M45 62F15 68T07 PDF BibTeX XML Cite \textit{Y. Sun} et al., Stat. Probab. Lett. 180, Article ID 109246, 6 p. (2022; Zbl 1478.62286) Full Text: DOI OpenURL
Chen, Baojiang; Qin, Jing; Yuan, Ao Variable selection in the Box-Cox power transformation model. (English) Zbl 1477.62182 J. Stat. Plann. Inference 216, 15-28 (2022). MSC: 62J07 62F07 62P10 PDF BibTeX XML Cite \textit{B. Chen} et al., J. Stat. Plann. Inference 216, 15--28 (2022; Zbl 1477.62182) Full Text: DOI OpenURL
Bottmer, Lea; Croux, Christophe; Wilms, Ines Sparse regression for large data sets with outliers. (English) Zbl 1487.62085 Eur. J. Oper. Res. 297, No. 2, 782-794 (2022). MSC: 62J07 62F35 PDF BibTeX XML Cite \textit{L. Bottmer} et al., Eur. J. Oper. Res. 297, No. 2, 782--794 (2022; Zbl 1487.62085) Full Text: DOI OpenURL
Yoshida, Takuma Quantile function regression and variable selection for sparse models. (English. French summary) Zbl 07566523 Can. J. Stat. 49, No. 4, 1196-1221 (2021). MSC: 62G08 62G20 PDF BibTeX XML Cite \textit{T. Yoshida}, Can. J. Stat. 49, No. 4, 1196--1221 (2021; Zbl 07566523) Full Text: DOI OpenURL
Hu, Jie; Chen, Yu; Zhang, Weiping; Guo, Xiao Penalized high-dimensional M-quantile regression: from \(L^1\) to \(L^p\) optimization. (English. French summary) Zbl 07566508 Can. J. Stat. 49, No. 3, 875-905 (2021). MSC: 62G08 62F12 PDF BibTeX XML Cite \textit{J. Hu} et al., Can. J. Stat. 49, No. 3, 875--905 (2021; Zbl 07566508) Full Text: DOI OpenURL
Liu, Li; Liu, Yanyan; Su, Feng; Zhao, Xingqiu Variable selection and structure estimation for ultrahigh-dimensional additive hazards models. (English. French summary) Zbl 07566506 Can. J. Stat. 49, No. 3, 826-852 (2021). MSC: 62N01 62N02 62F12 62P10 PDF BibTeX XML Cite \textit{L. Liu} et al., Can. J. Stat. 49, No. 3, 826--852 (2021; Zbl 07566506) Full Text: DOI OpenURL
Liu, Yi; Ročková, Veronika; Wang, Yuexi Variable selection with ABC Bayesian forests. (English) Zbl 07555492 J. R. Stat. Soc., Ser. B, Stat. Methodol. 83, No. 3, 453-481 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Liu} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 83, No. 3, 453--481 (2021; Zbl 07555492) Full Text: DOI arXiv OpenURL
Li, Ning; Yang, Hu; Yang, Jing Nonnegative estimation and variable selection via adaptive elastic-net for high-dimensional data. (English) Zbl 07553335 Commun. Stat., Simulation Comput. 50, No. 12, 4263-4279 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{N. Li} et al., Commun. Stat., Simulation Comput. 50, No. 12, 4263--4279 (2021; Zbl 07553335) Full Text: DOI OpenURL
Fan, Qingliang; Yu, Wanlu Adaptive \(k\)-class estimation in high-dimensional linear models. (English) Zbl 07553317 Commun. Stat., Simulation Comput. 50, No. 12, 3885-3913 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{Q. Fan} and \textit{W. Yu}, Commun. Stat., Simulation Comput. 50, No. 12, 3885--3913 (2021; Zbl 07553317) Full Text: DOI OpenURL
Kazemi, M.; Shahsavani, D.; Arashi, M.; Rodrigues, P. C. Estimation in partial linear model with spline modal function. (English) Zbl 07545721 Commun. Stat., Simulation Comput. 50, No. 11, 3256-3272 (2021). MSC: 62G05 62E20 62J02 PDF BibTeX XML Cite \textit{M. Kazemi} et al., Commun. Stat., Simulation Comput. 50, No. 11, 3256--3272 (2021; Zbl 07545721) Full Text: DOI OpenURL
Nishida, Kiheiji Skewing methods for variance-stabilizing local linear regression estimation. (English) Zbl 07545656 Commun. Stat., Simulation Comput. 50, No. 7, 2089-2106 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{K. Nishida}, Commun. Stat., Simulation Comput. 50, No. 7, 2089--2106 (2021; Zbl 07545656) Full Text: DOI arXiv OpenURL
Kurnaz, Fatma Sevinç Performances of some high dimensional regression methods. (English) Zbl 07545639 Commun. Stat., Simulation Comput. 50, No. 6, 1820-1836 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{F. S. Kurnaz}, Commun. Stat., Simulation Comput. 50, No. 6, 1820--1836 (2021; Zbl 07545639) Full Text: DOI OpenURL
Shahriari, Shirin; Faria, Susana; Gonçalves, A. Manuela A robust sparse linear approach for contaminated data. (English) Zbl 07545630 Commun. Stat., Simulation Comput. 50, No. 6, 1662-1678 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Shahriari} et al., Commun. Stat., Simulation Comput. 50, No. 6, 1662--1678 (2021; Zbl 07545630) Full Text: DOI Link OpenURL
Stephenson, Matthew; Ali, R. Ayesha; Darlington, Gerarda A.; Schenkel, Flavio S.; Squires, E. James DSLRIG: leveraging predictor structure in logistic regression. (English) Zbl 07545626 Commun. Stat., Simulation Comput. 50, No. 6, 1600-1612 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Stephenson} et al., Commun. Stat., Simulation Comput. 50, No. 6, 1600--1612 (2021; Zbl 07545626) Full Text: DOI OpenURL
Tan, Xiaoyan; Yan, Li Penalized empirical likelihood for generalized linear models with longitudinal data. (English) Zbl 1489.62229 Commun. Stat., Simulation Comput. 50, No. 2, 608-623 (2021). MSC: 62J12 62G05 62G20 PDF BibTeX XML Cite \textit{X. Tan} and \textit{L. Yan}, Commun. Stat., Simulation Comput. 50, No. 2, 608--623 (2021; Zbl 1489.62229) Full Text: DOI OpenURL
Chavent, Marie; Genuer, Robin; Saracco, Jérôme Combining clustering of variables and feature selection using random forests. (English) Zbl 1489.62179 Commun. Stat., Simulation Comput. 50, No. 2, 426-445 (2021). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{M. Chavent} et al., Commun. Stat., Simulation Comput. 50, No. 2, 426--445 (2021; Zbl 1489.62179) Full Text: DOI arXiv OpenURL
Wang, Jiang-Feng; Jiang, Wei-Jun; Xu, Fang-Yin; Fu, Wu-Xin Weighted composite quantile regression with censoring indicators missing at random. (English) Zbl 07533703 Commun. Stat., Theory Methods 50, No. 12, 2900-2917 (2021). MSC: 62N02 62E20 62-XX PDF BibTeX XML Cite \textit{J.-F. Wang} et al., Commun. Stat., Theory Methods 50, No. 12, 2900--2917 (2021; Zbl 07533703) Full Text: DOI OpenURL
Xiong, Jingwei; Shang, Junfeng A penalized approach to mixed model selection via cross-validation. (English) Zbl 07533679 Commun. Stat., Theory Methods 50, No. 11, 2481-2507 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Xiong} and \textit{J. Shang}, Commun. Stat., Theory Methods 50, No. 11, 2481--2507 (2021; Zbl 07533679) Full Text: DOI Link OpenURL
Li, Rui; Mu, Shuchuan; Hao, Ruili Estimation and variable selection for partially linear additive models with measurement errors. (English) Zbl 07532957 Commun. Stat., Theory Methods 50, No. 6, 1416-1445 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Li} et al., Commun. Stat., Theory Methods 50, No. 6, 1416--1445 (2021; Zbl 07532957) Full Text: DOI OpenURL
Xie, Li; Wang, Xiaorui; Cheng, Weihu; Tang, Tian Variable selection for spatial autoregressive models. (English) Zbl 07532951 Commun. Stat., Theory Methods 50, No. 6, 1325-1340 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{L. Xie} et al., Commun. Stat., Theory Methods 50, No. 6, 1325--1340 (2021; Zbl 07532951) Full Text: DOI OpenURL
Wu, Liucang; Li, Shuangshuang; Tao, Ye Estimation and variable selection for mixture of joint mean and variance models. (English) Zbl 07532243 Commun. Stat., Theory Methods 50, No. 24, 6081-6098 (2021). MSC: 62F12 62J07 62-XX PDF BibTeX XML Cite \textit{L. Wu} et al., Commun. Stat., Theory Methods 50, No. 24, 6081--6098 (2021; Zbl 07532243) Full Text: DOI OpenURL
Smaga, Łukasz General linear hypothesis testing in functional response model. (English) Zbl 07532188 Commun. Stat., Theory Methods 50, No. 21, 5068-5083 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{Ł. Smaga}, Commun. Stat., Theory Methods 50, No. 21, 5068--5083 (2021; Zbl 07532188) Full Text: DOI OpenURL
Yang, Yuehan; Yang, Hu Rates of convergence of the adaptive elastic net and the post-selection procedure in ultra-high dimensional sparse models. (English) Zbl 07532106 Commun. Stat., Theory Methods 50, No. 1, 73-94 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Yang} and \textit{H. Yang}, Commun. Stat., Theory Methods 50, No. 1, 73--94 (2021; Zbl 07532106) Full Text: DOI OpenURL