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 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 07540836 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 07540836) 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 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 07532086 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 07532086) Full Text: DOI OpenURL
Li, Bo; Sun, Yufei; Teo, Kok Lay An analytic solution for multi-period uncertain portfolio selection problem. (English) Zbl 07531756 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 07531756) 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). MSC: 91G05 PDF BibTeX XML Cite \textit{J. Crevecoeur} et al., Insur. Math. Econ. 104, 158--184 (2022; Zbl 07525956) 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
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
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 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
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 07496877 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 07496877) 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 07422933 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 07422933) 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 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 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 07545568 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 07545568) Full Text: DOI OpenURL
Chavent, Marie; Genuer, Robin; Saracco, Jérôme Combining clustering of variables and feature selection using random forests. (English) Zbl 07545559 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 07545559) Full Text: DOI 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 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
Luo, Guowang; Wu, Mixia Variable selection for semiparametric varying-coefficient spatial autoregressive models with a diverging number of parameters. (English) Zbl 07530953 Commun. Stat., Theory Methods 50, No. 9, 2062-2079 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{G. Luo} and \textit{M. Wu}, Commun. Stat., Theory Methods 50, No. 9, 2062--2079 (2021; Zbl 07530953) Full Text: DOI OpenURL
Rodrigo, Linduni M.; Polpitiya, Ashoka D. Improving the classification accuracy using biomarkers selected from machine learning methods. (English) Zbl 07527669 Control Theory Technol. 19, No. 4, 538-543 (2021). MSC: 92C40 62P10 PDF BibTeX XML Cite \textit{L. M. Rodrigo} and \textit{A. D. Polpitiya}, Control Theory Technol. 19, No. 4, 538--543 (2021; Zbl 07527669) Full Text: DOI OpenURL
Yang, Xin; Li, Bingyue; Tian, Ping Profile regularization after retention variable selection for ultrahigh dimensional partially linear models. (Chinese. English summary) Zbl 1485.62036 Chin. J. Appl. Probab. Stat. 37, No. 6, 551-568 (2021). MSC: 62G05 62G20 PDF BibTeX XML Cite \textit{X. Yang} et al., Chin. J. Appl. Probab. Stat. 37, No. 6, 551--568 (2021; Zbl 1485.62036) Full Text: Link OpenURL
Ma, Jian Variable selection with copula entropy. (Chinese. English summary) Zbl 1485.62103 Chin. J. Appl. Probab. Stat. 37, No. 4, 405-420 (2021). MSC: 62J99 62G08 62H20 PDF BibTeX XML Cite \textit{J. Ma}, Chin. J. Appl. Probab. Stat. 37, No. 4, 405--420 (2021; Zbl 1485.62103) Full Text: Link OpenURL
Tian, Yu-Zhu; Tang, Man-Lai; Tian, Mao-Zai Bayesian joint inference for multivariate quantile regression model with \(L_{1/2}\) penalty. (English) Zbl 07524055 Comput. Stat. 36, No. 4, 2967-2994 (2021). MSC: 65C60 PDF BibTeX XML Cite \textit{Y.-Z. Tian} et al., Comput. Stat. 36, No. 4, 2967--2994 (2021; Zbl 07524055) Full Text: DOI OpenURL
Mehmood, Tahir; Turk, Arslan Munir Variable selection of spectroscopic data through monitoring both location and dispersion of PLS loading weights. (English) Zbl 1485.62168 J. Korean Stat. Soc. 50, No. 4, 905-917 (2021). MSC: 62P30 PDF BibTeX XML Cite \textit{T. Mehmood} and \textit{A. M. Turk}, J. Korean Stat. Soc. 50, No. 4, 905--917 (2021; Zbl 1485.62168) Full Text: DOI OpenURL
Kamruzzaman, Md.; Kwon, Oran; Park, Taesung Penalized generalized estimating equations approach to longitudinal data with multinomial responses. (English) Zbl 1485.62099 J. Korean Stat. Soc. 50, No. 3, 844-859 (2021). MSC: 62J12 62H12 62P10 PDF BibTeX XML Cite \textit{Md. Kamruzzaman} et al., J. Korean Stat. Soc. 50, No. 3, 844--859 (2021; Zbl 1485.62099) Full Text: DOI OpenURL
Dai, Wei; Tsang, Ka Wai Hybrid resampling confidence intervals for change-point or stationary high-dimensional stochastic regression models. (English) Zbl 07513913 Stat. Sin. 31, Spec. Iss., 2239-2255 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{W. Dai} and \textit{K. W. Tsang}, Stat. Sin. 31, 2239--2255 (2021; Zbl 07513913) Full Text: DOI OpenURL
Jiang, Yunlu; Zhang, Jianto; Huang, Yingqiang; Zou, Hang; Huang, Meilan; Chen, Fanhong Robust variable selection in the logistic regression model. (English) Zbl 07512865 Hacet. J. Math. Stat. 50, No. 5, 1572-1582 (2021). MSC: 62G35 62H12 PDF BibTeX XML Cite \textit{Y. Jiang} et al., Hacet. J. Math. Stat. 50, No. 5, 1572--1582 (2021; Zbl 07512865) Full Text: DOI OpenURL
Feng, Yan; Wang, Yijun; Wang, Weiwei; Chen, Zhuo Robust estimation of semiparametric transformation model for panel count data. (English) Zbl 1483.62068 J. Syst. Sci. Complex. 34, No. 6, 2334-2356 (2021). MSC: 62G05 62G08 62G35 65D07 PDF BibTeX XML Cite \textit{Y. Feng} et al., J. Syst. Sci. Complex. 34, No. 6, 2334--2356 (2021; Zbl 1483.62068) Full Text: DOI OpenURL
Kawaguchi, Eric S.; Shen, Jenny I.; Suchard, Marc A.; Li, Gang Scalable algorithms for large competing risks data. (English) Zbl 07499910 J. Comput. Graph. Stat. 30, No. 3, 685-693 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{E. S. Kawaguchi} et al., J. Comput. Graph. Stat. 30, No. 3, 685--693 (2021; Zbl 07499910) Full Text: DOI OpenURL
Alexopoulos, Angelos; Bottolo, Leonardo Bayesian variable selection for Gaussian copula regression models. (English) Zbl 07499903 J. Comput. Graph. Stat. 30, No. 3, 578-593 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Alexopoulos} and \textit{L. Bottolo}, J. Comput. Graph. Stat. 30, No. 3, 578--593 (2021; Zbl 07499903) Full Text: DOI OpenURL
Descloux, Pascaline; Sardy, Sylvain Model selection with Lasso-zero: adding straw to the haystack to better find needles. (English) Zbl 07499899 J. Comput. Graph. Stat. 30, No. 3, 530-543 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{P. Descloux} and \textit{S. Sardy}, J. Comput. Graph. Stat. 30, No. 3, 530--543 (2021; Zbl 07499899) Full Text: DOI OpenURL
Li, Zeda; Dong, Yuexiao Model-free variable selection with matrix-valued predictors. (English) Zbl 07499891 J. Comput. Graph. Stat. 30, No. 1, 171-181 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Li} and \textit{Y. Dong}, J. Comput. Graph. Stat. 30, No. 1, 171--181 (2021; Zbl 07499891) Full Text: DOI OpenURL
Chen, Yao; Gao, Qingyi; Liang, Faming; Wang, Xiao Nonlinear variable selection via deep neural networks. (English) Zbl 07499876 J. Comput. Graph. Stat. 30, No. 2, 484-492 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Chen} et al., J. Comput. Graph. Stat. 30, No. 2, 484--492 (2021; Zbl 07499876) Full Text: DOI OpenURL
Chu, Guotao; Goh, Gyuhyeong Global optimal model selection for high-dimensional survival analysis. (English) Zbl 07497679 J. Stat. Comput. Simulation 91, No. 18, 3850-3863 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{G. Chu} and \textit{G. Goh}, J. Stat. Comput. Simulation 91, No. 18, 3850--3863 (2021; Zbl 07497679) Full Text: DOI OpenURL
Choi, Taehwa; Choi, Sangbum A fast algorithm for the accelerated failure time model with high-dimensional time-to-event data. (English) Zbl 07497667 J. Stat. Comput. Simulation 91, No. 16, 3385-3403 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{T. Choi} and \textit{S. Choi}, J. Stat. Comput. Simulation 91, No. 16, 3385--3403 (2021; Zbl 07497667) Full Text: DOI OpenURL
Arashi, Mohammad; Asar, Yasin; Yüzbaşı, Bahadır SLASSO: a scaled LASSO for multicollinear situations. (English) Zbl 07497099 J. Stat. Comput. Simulation 91, No. 15, 3170-3183 (2021). MSC: 62F15 62H05 62-XX PDF BibTeX XML Cite \textit{M. Arashi} et al., J. Stat. Comput. Simulation 91, No. 15, 3170--3183 (2021; Zbl 07497099) Full Text: DOI OpenURL
Doo, Woojin; Kim, Heeyoung Bayesian variable selection in clustering high-dimensional data via a mixture of finite mixtures. (English) Zbl 07497081 J. Stat. Comput. Simulation 91, No. 12, 2551-2568 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{W. Doo} and \textit{H. Kim}, J. Stat. Comput. Simulation 91, No. 12, 2551--2568 (2021; Zbl 07497081) Full Text: DOI OpenURL
Chen, Ray-Bing; Huang, Chien-Chih; Wang, Weichung Particle swarm stepwise (PaSS) algorithm for information criteria-based variable selections. (English) Zbl 07497053 J. Stat. Comput. Simulation 91, No. 11, 2211-2226 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{R.-B. Chen} et al., J. Stat. Comput. Simulation 91, No. 11, 2211--2226 (2021; Zbl 07497053) Full Text: DOI OpenURL
Su, Yue; Mwanakatwe, P. K. The comparison study of the model selection criteria on the tobit regression model based on the bootstrap sample augmentation mechanisms. (English) Zbl 07493357 J. Stat. Comput. Simulation 91, No. 7, 1415-1440 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Su} and \textit{P. K. Mwanakatwe}, J. Stat. Comput. Simulation 91, No. 7, 1415--1440 (2021; Zbl 07493357) Full Text: DOI OpenURL
Li, Bohan; Wu, Juan Bayesian bootstrap adaptive LASSO estimators of regression models. (English) Zbl 07493349 J. Stat. Comput. Simulation 91, No. 8, 1651-1680 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{B. Li} and \textit{J. Wu}, J. Stat. Comput. Simulation 91, No. 8, 1651--1680 (2021; Zbl 07493349) Full Text: DOI OpenURL
Zhang, Fode; Li, Rui; Lian, Heng; Bandyopadhyay, Dipankar Sparse reduced-rank regression for multivariate varying-coefficient models. (English) Zbl 07493324 J. Stat. Comput. Simulation 91, No. 4, 752-767 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{F. Zhang} et al., J. Stat. Comput. Simulation 91, No. 4, 752--767 (2021; Zbl 07493324) Full Text: DOI OpenURL
Sousa, Marques Moreira de; González, Pedro Henrique; Ochi, Luiz Satoru; Martins, Simone de Lima A hybrid iterated local search heuristic for the traveling salesperson problem with hotel selection. (English) Zbl 07485246 Comput. Oper. Res. 129, Article ID 105229, 17 p. (2021). MSC: 90Bxx PDF BibTeX XML Cite \textit{M. M. de Sousa} et al., Comput. Oper. Res. 129, Article ID 105229, 17 p. (2021; Zbl 07485246) Full Text: DOI OpenURL
Ghosh, Abhik; Thoresen, Magne Consistent fixed-effects selection in ultrahigh-dimensional linear mixed models with error-covariate endogeneity. (English) Zbl 07484100 Stat. Sin. 31, No. 4, 2073-2102 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Ghosh} and \textit{M. Thoresen}, Stat. Sin. 31, No. 4, 2073--2102 (2021; Zbl 07484100) Full Text: DOI arXiv OpenURL
Liu, Chang; Yang, Yue; Howard, Bondell; Ryan, Martin Bayesian inference in high-dimensional linear models using an empirical correlation-adaptive prior. (English) Zbl 07484099 Stat. Sin. 31, No. 4, 2051-2072 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{C. Liu} et al., Stat. Sin. 31, No. 4, 2051--2072 (2021; Zbl 07484099) Full Text: DOI OpenURL
Cammarota, Camillo; Pinto, Alessandro Variable selection and importance in presence of high collinearity: an application to the prediction of lean body mass from multi-frequency bioelectrical impedance. (English) Zbl 07482806 J. Appl. Stat. 48, No. 9, 1644-1658 (2021). MSC: 62Pxx PDF BibTeX XML Cite \textit{C. Cammarota} and \textit{A. Pinto}, J. Appl. Stat. 48, No. 9, 1644--1658 (2021; Zbl 07482806) Full Text: DOI OpenURL
Jiang, Yunlu; Wang, Yan; Zhang, Jiantao; Xie, Baojian; Liao, Jibiao; Liao, Wenhui Outlier detection and robust variable selection via the penalized weighted LAD-LASSO method. (English) Zbl 07482713 J. Appl. Stat. 48, No. 2, 234-246 (2021). MSC: 62Pxx PDF BibTeX XML Cite \textit{Y. Jiang} et al., J. Appl. Stat. 48, No. 2, 234--246 (2021; Zbl 07482713) Full Text: DOI OpenURL
Xu, Q. F.; Ding, X. H.; Jiang, C. X.; Yu, K. M.; Shi, L. An elastic-net penalized expectile regression with applications. (English) Zbl 07482691 J. Appl. Stat. 48, No. 12, 2205-2230 (2021). MSC: 62J05 62Pxx PDF BibTeX XML Cite \textit{Q. F. Xu} et al., J. Appl. Stat. 48, No. 12, 2205--2230 (2021; Zbl 07482691) Full Text: DOI OpenURL
Khadem-Bashiri, Zahra; Shadrokh, Ali; Yarmohammadi, Masoud Regression modeling via T-Lasso Bayesian method. (Persian. English summary) Zbl 07481991 JAMM, J. Adv. Math. Model. 11, No. 2, 365-381 (2021). MSC: 62F15 62J07 82B80 PDF BibTeX XML Cite \textit{Z. Khadem-Bashiri} et al., JAMM, J. Adv. Math. Model. 11, No. 2, 365--381 (2021; Zbl 07481991) Full Text: DOI OpenURL
Wu, Liu-cang; Yang, Song-qin; Tao, Ye Variable selection for skew-normal mixture of joint location and scale models. (English) Zbl 07478771 Appl. Math., Ser. B (Engl. Ed.) 36, No. 4, 475-491 (2021). MSC: 62F10 62H12 PDF BibTeX XML Cite \textit{L.-c. Wu} et al., Appl. Math., Ser. B (Engl. Ed.) 36, No. 4, 475--491 (2021; Zbl 07478771) Full Text: DOI OpenURL
Azadkia, Mona; Chatterjee, Sourav A simple measure of conditional dependence. (English) Zbl 07470029 Ann. Stat. 49, No. 6, 3070-3102 (2021). MSC: 62H20 62G05 PDF BibTeX XML Cite \textit{M. Azadkia} and \textit{S. Chatterjee}, Ann. Stat. 49, No. 6, 3070--3102 (2021; Zbl 07470029) Full Text: DOI arXiv OpenURL