Jacobson, Tate; Zou, Hui High-dimensional censored regression via the penalized tobit likelihood. (English) Zbl 07813845 J. Bus. Econ. Stat. 42, No. 1, 286-297 (2024). MSC: 62P20 PDFBibTeX XMLCite \textit{T. Jacobson} and \textit{H. Zou}, J. Bus. Econ. Stat. 42, No. 1, 286--297 (2024; Zbl 07813845) Full Text: DOI arXiv
Liang, Chunhui; Ma, Wenqing Heterogeneous analysis for clustered data using grouped finite mixture models. (English) Zbl 07800676 Stat. Comput. 34, No. 1, Paper No. 40, 23 p. (2024). MSC: 62-08 62H30 62P20 PDFBibTeX XMLCite \textit{C. Liang} and \textit{W. Ma}, Stat. Comput. 34, No. 1, Paper No. 40, 23 p. (2024; Zbl 07800676) Full Text: DOI
Zhang, Xiaoyu; Wang, Di; Lian, Heng; Li, Guodong Nonparametric quantile regression for homogeneity pursuit in panel data models. (English) Zbl 07813811 J. Bus. Econ. Stat. 41, No. 4, 1238-1250 (2023). MSC: 62P20 PDFBibTeX XMLCite \textit{X. Zhang} et al., J. Bus. Econ. Stat. 41, No. 4, 1238--1250 (2023; Zbl 07813811) Full Text: DOI arXiv
Liu, Xuan; Chen, Jianbao Recognition and variable selection in sparse spatial panel data models with fixed effects. (English) Zbl 07789491 Braz. J. Probab. Stat. 37, No. 4, 735-755 (2023). MSC: 62-XX 92-XX PDFBibTeX XMLCite \textit{X. Liu} and \textit{J. Chen}, Braz. J. Probab. Stat. 37, No. 4, 735--755 (2023; Zbl 07789491) Full Text: DOI
Moon, Haeseong; Zhou, Wen-Xin High-dimensional composite quantile regression: optimal statistical guarantees and fast algorithms. (English) Zbl 07784468 Electron. J. Stat. 17, No. 2, 2067-2119 (2023). MSC: 62J07 62A01 PDFBibTeX XMLCite \textit{H. Moon} and \textit{W.-X. Zhou}, Electron. J. Stat. 17, No. 2, 2067--2119 (2023; Zbl 07784468) Full Text: DOI arXiv Link
Fan, Rui; Lee, Ji Hyung; Shin, Youngki Predictive quantile regression with mixed roots and increasing dimensions: the ALQR approach. (English) Zbl 07767730 J. Econom. 237, No. 2, Part C, Article ID 105372, 19 p. (2023). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{R. Fan} et al., J. Econom. 237, No. 2, Part C, Article ID 105372, 19 p. (2023; Zbl 07767730) Full Text: DOI arXiv
Su, Wen; Yin, Guosheng; Zhang, Jing; Zhao, Xingqiu Divide and conquer for accelerated failure time model with massive time-to-event data. (English. French summary) Zbl 07759538 Can. J. Stat. 51, No. 2, 400-419 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Su} et al., Can. J. Stat. 51, No. 2, 400--419 (2023; Zbl 07759538) Full Text: DOI
Cao, Zhimiao; Kang, Xiaoning; Wang, Mingqiu Doubly robust weighted composite quantile regression based on SCAD-\(L_2\). (English. French summary) Zbl 07759519 Can. J. Stat. 51, No. 1, 38-76 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Cao} et al., Can. J. Stat. 51, No. 1, 38--76 (2023; Zbl 07759519) Full Text: DOI
Wang, Xiuli; Shao, Jingchang; Wu, Jingjing; Zhao, Qiang Robust variable selection with exponential squared loss for partially linear spatial autoregressive models. (English) Zbl 07758737 Ann. Inst. Stat. Math. 75, No. 6, 949-977 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Wang} et al., Ann. Inst. Stat. Math. 75, No. 6, 949--977 (2023; Zbl 07758737) Full Text: DOI
Yu, Hang; Wang, Yuanjia; Zeng, Donglin A general framework of nonparametric feature selection in high-dimensional data. (English) Zbl 1522.62281 Biometrics 79, No. 2, 951-963 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{H. Yu} et al., Biometrics 79, No. 2, 951--963 (2023; Zbl 1522.62281) Full Text: DOI arXiv
Wang, Bao Hua; Liang, Han Ying Quantile regression of ultra-high dimensional partially linear varying-coefficient model with missing observations. (English) Zbl 07753776 Acta Math. Sin., Engl. Ser. 39, No. 9, 1701-1726 (2023). MSC: 62N02 62J02 62F12 PDFBibTeX XMLCite \textit{B. H. Wang} and \textit{H. Y. Liang}, Acta Math. Sin., Engl. Ser. 39, No. 9, 1701--1726 (2023; Zbl 07753776) Full Text: DOI
Tan, Xin; Xia, Yingcun; Kong, Efang Choosing shape parameters for regression in reproducing kernel Hilbert space and variable selection. (English) Zbl 07739678 J. Nonparametric Stat. 35, No. 3, 514-528 (2023). MSC: 62Gxx PDFBibTeX XMLCite \textit{X. Tan} et al., J. Nonparametric Stat. 35, No. 3, 514--528 (2023; Zbl 07739678) Full Text: DOI
Park, Seyoung; Kim, Hyunjin; Lee, Eun Ryung Regional quantile regression for multiple responses. (English) Zbl 07737960 Comput. Stat. Data Anal. 188, Article ID 107826, 16 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{S. Park} et al., Comput. Stat. Data Anal. 188, Article ID 107826, 16 p. (2023; Zbl 07737960) Full Text: DOI
Guo, Chao Hui; Lv, Jing; Yang, Hu; Tu, Jing Wen; Tian, Chen Xiao Semiparametric model averaging for ultrahigh-dimensional conditional quantile prediction. (English) Zbl 07724366 Acta Math. Sin., Engl. Ser. 39, No. 6, 1171-1202 (2023). MSC: 62G05 62G20 PDFBibTeX XMLCite \textit{C. H. Guo} et al., Acta Math. Sin., Engl. Ser. 39, No. 6, 1171--1202 (2023; Zbl 07724366) Full Text: DOI
Guo, Zijun; Chen, Mengxing; Fan, Yali; Song, Yan A general adaptive ridge regression method for generalized linear models: an iterative re-weighting approach. (English) Zbl 07720164 Commun. Stat., Theory Methods 52, No. 18, 6420-6443 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Guo} et al., Commun. Stat., Theory Methods 52, No. 18, 6420--6443 (2023; Zbl 07720164) Full Text: DOI
Mehrabani, Ali Estimation and identification of latent group structures in panel data. (English) Zbl 07704501 J. Econom. 235, No. 2, 1464-1482 (2023). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{A. Mehrabani}, J. Econom. 235, No. 2, 1464--1482 (2023; Zbl 07704501) Full Text: DOI
Ullah, Aman; Wang, Tao; Yao, Weixin Semiparametric partially linear varying coefficient modal regression. (English) Zbl 07704482 J. Econom. 235, No. 2, 1001-1026 (2023). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{A. Ullah} et al., J. Econom. 235, No. 2, 1001--1026 (2023; Zbl 07704482) Full Text: DOI
Liu, Xiangdong; Sun, Mingyun Adaptive bridge estimator for Cox model with a diverging number of parameters. (English) Zbl 07702508 Commun. Stat., Theory Methods 52, No. 7, 2291-2308 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Liu} and \textit{M. Sun}, Commun. Stat., Theory Methods 52, No. 7, 2291--2308 (2023; Zbl 07702508) Full Text: DOI
Zou, Yuye; Fan, Guoliang; Zhang, Riquan Composite quantile regression for heteroscedastic partially linear varying-coefficient models with missing censoring indicators. (English) Zbl 07677421 J. Stat. Comput. Simulation 93, No. 3, 341-365 (2023). MSC: 62G20 62G08 PDFBibTeX XMLCite \textit{Y. Zou} et al., J. Stat. Comput. Simulation 93, No. 3, 341--365 (2023; Zbl 07677421) Full Text: DOI
Ma, Xiaoyu; Lin, Lu; Gai, Yujie A general framework of online updating variable selection for generalized linear models with streaming datasets. (English) Zbl 07677420 J. Stat. Comput. Simulation 93, No. 3, 325-340 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Ma} et al., J. Stat. Comput. Simulation 93, No. 3, 325--340 (2023; Zbl 07677420) Full Text: DOI arXiv
Guan, Shunjie; Zhao, Mingtao; Cui, Yuehua Variable selection for single-index varying-coefficients models with applications to synergistic \(\mathrm{G} \times \mathrm{E}\) interactions. (English) Zbl 07662463 Electron. J. Stat. 17, No. 1, 823-857 (2023). MSC: 62J99 60K35 62P10 PDFBibTeX XMLCite \textit{S. Guan} et al., Electron. J. Stat. 17, No. 1, 823--857 (2023; Zbl 07662463) Full Text: DOI arXiv Link
Insolia, Luca; Kenney, Ana; Chiaromonte, Francesca; Felici, Giovanni Simultaneous feature selection and outlier detection with optimality guarantees. (English) Zbl 1520.62238 Biometrics 78, No. 4, 1592-1603 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{L. Insolia} et al., Biometrics 78, No. 4, 1592--1603 (2022; Zbl 1520.62238) Full Text: DOI arXiv OA License
Cai, Kaida; Shen, Hua; Lu, Xuewen Adaptive bi-level variable selection for multivariate failure time model with a diverging number of covariates. (English) Zbl 1502.62042 Test 31, No. 4, 968-993 (2022). MSC: 62G08 62J07 62N02 62G20 62P10 PDFBibTeX XMLCite \textit{K. Cai} et al., Test 31, No. 4, 968--993 (2022; Zbl 1502.62042) Full Text: DOI
Abdi, Ahmad; Cornuéjols, Gérard; Guenin, Bertrand; Tunçel, Levent Testing idealness in the filter oracle model. (English) Zbl 1525.90434 Oper. Res. Lett. 50, No. 6, 753-755 (2022). MSC: 90C57 90C27 PDFBibTeX XMLCite \textit{A. Abdi} et al., Oper. Res. Lett. 50, No. 6, 753--755 (2022; Zbl 1525.90434) Full Text: DOI arXiv
Tan, Kean Ming; Wang, Lan; Zhou, Wen-Xin High-dimensional quantile regression: convolution smoothing and concave regularization. (English) Zbl 07593409 J. R. Stat. Soc., Ser. B, Stat. Methodol. 84, No. 1, 205-233 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{K. M. Tan} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 84, No. 1, 205--233 (2022; Zbl 07593409) Full Text: DOI arXiv
Wang, Xinyang; Wang, Dehui Penalized empirical likelihood inference for the GINAR\((p)\) model. (English) Zbl 07570829 Statistics 56, No. 4, 785-804 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Wang} and \textit{D. Wang}, Statistics 56, No. 4, 785--804 (2022; Zbl 07570829) Full Text: DOI
Bindele, Huybrechts F.; Denhere, Melody; Sun, Wei Generalized signed-rank estimation and selection for the functional linear model. (English) Zbl 1493.62418 Statistics 56, No. 4, 719-738 (2022). MSC: 62J02 62G05 62F12 62G20 PDFBibTeX XMLCite \textit{H. F. Bindele} et al., Statistics 56, No. 4, 719--738 (2022; Zbl 1493.62418) Full Text: DOI
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 1492.62072 Can. J. Stat. 50, No. 1, 162-179 (2022). MSC: 62G08 62R10 62G35 62G20 PDFBibTeX XMLCite \textit{X. Cai} et al., Can. J. Stat. 50, No. 1, 162--179 (2022; Zbl 1492.62072) Full Text: DOI
Long, Yuqi; Xu, Xingzhong Classification by fiducial predictive density functions. (English) Zbl 07565484 Commun. Stat., Theory Methods 51, No. 15, 5187-5203 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Long} and \textit{X. Xu}, Commun. Stat., Theory Methods 51, No. 15, 5187--5203 (2022; Zbl 07565484) Full Text: DOI
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: 62-XX PDFBibTeX XMLCite \textit{K. Fang} et al., J. Appl. Stat. 49, No. 5, 1105--1120 (2022; Zbl 07522675) Full Text: DOI
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 PDFBibTeX XMLCite \textit{X. Wu} et al., Stat. Pap. 63, No. 1, 53--95 (2022; Zbl 07504784) Full Text: DOI
Liu, Dong; Yang, Dongmei; He, Yong; He, Yong; Zhang, Xinsheng Variable selection and estimation of quantile regression model for stratified data. (Chinese. English summary) Zbl 07796205 Acta Math. Appl. Sin. 44, No. 5, 722-739 (2021). MSC: 62G05 PDFBibTeX XMLCite \textit{D. Liu} et al., Acta Math. Appl. Sin. 44, No. 5, 722--739 (2021; Zbl 07796205) Full Text: Link
Long, Yuqi; Xu, Xingzhong Bayesian decision rules to classification problems. (English) Zbl 1521.62101 Aust. N. Z. J. Stat. 63, No. 2, 394-415 (2021). MSC: 62H30 62C10 PDFBibTeX XMLCite \textit{Y. Long} and \textit{X. Xu}, Aust. N. Z. J. Stat. 63, No. 2, 394--415 (2021; Zbl 1521.62101) Full Text: DOI
Green, Brittany; Lian, Heng; Yu, Yan; Zu, Tianhai Ultra high-dimensional semiparametric longitudinal data analysis. (English) Zbl 1520.62213 Biometrics 77, No. 3, 903-913 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{B. Green} et al., Biometrics 77, No. 3, 903--913 (2021; Zbl 1520.62213) Full Text: DOI
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 PDFBibTeX XMLCite \textit{N. Li} et al., Commun. Stat., Simulation Comput. 50, No. 12, 4263--4279 (2021; Zbl 07553335) Full Text: DOI
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 PDFBibTeX XMLCite \textit{R. Li} et al., Commun. Stat., Theory Methods 50, No. 6, 1416--1445 (2021; Zbl 07532957) Full Text: DOI
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 PDFBibTeX XMLCite \textit{Y. Yang} and \textit{H. Yang}, Commun. Stat., Theory Methods 50, No. 1, 73--94 (2021; Zbl 07532106) Full Text: DOI
Gong, Huan Oracally efficient estimation and testing for an ARCH model with trend. (English) Zbl 07530989 Commun. Stat., Theory Methods 50, No. 14, 3384-3402 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Gong}, Commun. Stat., Theory Methods 50, No. 14, 3384--3402 (2021; Zbl 07530989) Full Text: DOI
Zou, Yuye; Fan, Guoliang; Zhang, Riquan Empirical likelihood and variable selection for partially linear single-index EV models with missing censoring indicators. (English) Zbl 1484.62053 J. Korean Stat. Soc. 50, No. 1, 134-162 (2021). MSC: 62G10 62G08 PDFBibTeX XMLCite \textit{Y. Zou} et al., J. Korean Stat. Soc. 50, No. 1, 134--162 (2021; Zbl 1484.62053) Full Text: DOI
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 PDFBibTeX XMLCite \textit{E. S. Kawaguchi} et al., J. Comput. Graph. Stat. 30, No. 3, 685--693 (2021; Zbl 07499910) Full Text: DOI arXiv
Cai, Kaida; Shen, Hua; Lu, Xuewen Group variable selection for recurrent event model with a diverging number of covariates. (English) Zbl 07468421 Stat. Interface 14, No. 4, 431-447 (2021). MSC: 62J07 62F12 62N01 62P10 PDFBibTeX XMLCite \textit{K. Cai} et al., Stat. Interface 14, No. 4, 431--447 (2021; Zbl 07468421) Full Text: DOI
Li, Ning; Yang, Hu Nonnegative estimation and variable selection under minimax concave penalty for sparse high-dimensional linear regression models. (English) Zbl 1477.62186 Stat. Pap. 62, No. 2, 661-680 (2021). MSC: 62J07 62-08 62F12 PDFBibTeX XMLCite \textit{N. Li} and \textit{H. Yang}, Stat. Pap. 62, No. 2, 661--680 (2021; Zbl 1477.62186) Full Text: DOI
Goldbring, Isaac Oracle computability of conditional expectations onto subfactors. (English) Zbl 1528.03158 New York J. Math. 27, 1085-1095 (2021). MSC: 03C57 03C66 03D15 46L37 22D55 PDFBibTeX XMLCite \textit{I. Goldbring}, New York J. Math. 27, 1085--1095 (2021; Zbl 1528.03158) Full Text: arXiv Link
Pan, Xiaoou; Sun, Qiang; Zhou, Wen-Xin Iteratively reweighted \(\ell_1\)-penalized robust regression. (English) Zbl 1472.62116 Electron. J. Stat. 15, No. 1, 3287-3348 (2021). MSC: 62J07 62A01 62G32 62G35 PDFBibTeX XMLCite \textit{X. Pan} et al., Electron. J. Stat. 15, No. 1, 3287--3348 (2021; Zbl 1472.62116) Full Text: DOI arXiv
Liu, Li; Su, Wen; Zhao, Xingqiu Bi-selection in the high-dimensional additive hazards regression model. (English) Zbl 1512.62088 Electron. J. Stat. 15, No. 1, 748-772 (2021). MSC: 62N01 62N02 62F12 62G08 62J07 62P10 PDFBibTeX XMLCite \textit{L. Liu} et al., Electron. J. Stat. 15, No. 1, 748--772 (2021; Zbl 1512.62088) Full Text: DOI
Yan, Xiaodong; Yin, Guosheng; Zhao, Xingqiu Subgroup analysis in censored linear regression. (English) Zbl 1470.62109 Stat. Sin. 31, No. 2, 1027-1054 (2021). MSC: 62J05 62N01 62N05 PDFBibTeX XMLCite \textit{X. Yan} et al., Stat. Sin. 31, No. 2, 1027--1054 (2021; Zbl 1470.62109)
Lahiri, Soumendra N. Necessary and sufficient conditions for variable selection consistency of the Lasso in high dimensions. (English) Zbl 1469.62307 Ann. Stat. 49, No. 2, 820-844 (2021). Reviewer: Fraser Daly (Edinburgh) MSC: 62J07 62E20 62J05 PDFBibTeX XMLCite \textit{S. N. Lahiri}, Ann. Stat. 49, No. 2, 820--844 (2021; Zbl 1469.62307) Full Text: DOI
Song, Yunquan; Liang, Xijun; Zhu, Yanji; Lin, Lu Robust variable selection with exponential squared loss for the spatial autoregressive model. (English) Zbl 1510.62383 Comput. Stat. Data Anal. 155, Article ID 107094, 23 p. (2021). MSC: 62M30 62G35 62J07 62M10 PDFBibTeX XMLCite \textit{Y. Song} et al., Comput. Stat. Data Anal. 155, Article ID 107094, 23 p. (2021; Zbl 1510.62383) Full Text: DOI
Jung, Yoonsuh Optimal regression parameter-specific shrinkage by plug-in estimation. (English) Zbl 07528964 Commun. Stat., Theory Methods 49, No. 18, 4490-4505 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Jung}, Commun. Stat., Theory Methods 49, No. 18, 4490--4505 (2020; Zbl 07528964) Full Text: DOI
Wu, Yanke; Tian, Maozai; Tang, Man-Lai General composite quantile regression: theory and methods. (English) Zbl 1511.62084 Commun. Stat., Theory Methods 49, No. 9, 2217-2236 (2020). MSC: 62G08 62J05 62G20 PDFBibTeX XMLCite \textit{Y. Wu} et al., Commun. Stat., Theory Methods 49, No. 9, 2217--2236 (2020; Zbl 1511.62084) Full Text: DOI
Um, Seungha; Kim, Dongshin; Lee, Sangin; Kwon, Sunghoon On the strong oracle property of concave penalized estimators with infinite penalty derivative at the origin. (English) Zbl 1485.62090 J. Korean Stat. Soc. 49, No. 2, 439-456 (2020). MSC: 62J05 62J07 PDFBibTeX XMLCite \textit{S. Um} et al., J. Korean Stat. Soc. 49, No. 2, 439--456 (2020; Zbl 1485.62090) Full Text: DOI
Feng, Sanying; He, Wenqi; Li, Feng Model detection and estimation for varying coefficient panel data models with fixed effects. (English) Zbl 1510.62176 Comput. Stat. Data Anal. 152, Article ID 107054, 18 p. (2020). MSC: 62G08 62G05 62-08 62P20 PDFBibTeX XMLCite \textit{S. Feng} et al., Comput. Stat. Data Anal. 152, Article ID 107054, 18 p. (2020; Zbl 1510.62176) Full Text: DOI
Sun, Zhihua; Xie, Xiangdong; Jiao, Dongfang Elastic SCAD variable selection and its application in Cox model. (Chinese. English summary) Zbl 1474.62346 Period. Ocean Univ. China 50, No. 11, 129-138 (2020). MSC: 62N02 62P10 PDFBibTeX XMLCite \textit{Z. Sun} et al., Period. Ocean Univ. China 50, No. 11, 129--138 (2020; Zbl 1474.62346) Full Text: DOI
Deng, Hang; Zhang, Cun-Hui Isotonic regression in multi-dimensional spaces and graphs. (English) Zbl 1462.62208 Ann. Stat. 48, No. 6, 3672-3698 (2020). Reviewer: Dimitrios Bagkavos (Ioannina) MSC: 62G05 62G08 62H22 62K20 62C20 PDFBibTeX XMLCite \textit{H. Deng} and \textit{C.-H. Zhang}, Ann. Stat. 48, No. 6, 3672--3698 (2020; Zbl 1462.62208) Full Text: DOI arXiv Euclid
Zhang, Yuankun; Lian, Heng; Yu, Yan Ultra-high dimensional single-index quantile regression. (English) Zbl 07306908 J. Mach. Learn. Res. 21, Paper No. 224, 25 p. (2020). MSC: 62G08 62G20 62H12 PDFBibTeX XMLCite \textit{Y. Zhang} et al., J. Mach. Learn. Res. 21, Paper No. 224, 25 p. (2020; Zbl 07306908) Full Text: Link
Yang, Hu; Li, Ning; Yang, Jing A robust and efficient estimation and variable selection method for partially linear models with large-dimensional covariates. (English) Zbl 1452.62338 Stat. Pap. 61, No. 5, 1911-1937 (2020). MSC: 62G32 62G35 62J02 62R07 PDFBibTeX XMLCite \textit{H. Yang} et al., Stat. Pap. 61, No. 5, 1911--1937 (2020; Zbl 1452.62338) Full Text: DOI
Cattivelli, Luca; Gallo, Giampiero M. Adaptive Lasso for vector multiplicative error models. (English) Zbl 1448.62113 Quant. Finance 20, No. 2, 255-274 (2020). MSC: 62J07 62H12 62M20 62P20 PDFBibTeX XMLCite \textit{L. Cattivelli} and \textit{G. M. Gallo}, Quant. Finance 20, No. 2, 255--274 (2020; Zbl 1448.62113) Full Text: DOI
Wang, Ming Qiu; Wu, Yuan Shan; Yang, Qing Long Adaptive penalized weighted least absolute deviations estimation for the accelerated failure time model. (English) Zbl 1447.62112 Acta Math. Sin., Engl. Ser. 36, No. 7, 812-828 (2020). MSC: 62N01 62N02 62N05 62F12 62P10 PDFBibTeX XMLCite \textit{M. Q. Wang} et al., Acta Math. Sin., Engl. Ser. 36, No. 7, 812--828 (2020; Zbl 1447.62112) Full Text: DOI
Xie, Tianfa; Cao, Ruiyuan; Du, Jiang Variable selection for spatial autoregressive models with a diverging number of parameters. (English) Zbl 1443.62110 Stat. Pap. 61, No. 3, 1125-1145 (2020). MSC: 62G08 62G20 62M10 62H11 62P20 PDFBibTeX XMLCite \textit{T. Xie} et al., Stat. Pap. 61, No. 3, 1125--1145 (2020; Zbl 1443.62110) Full Text: DOI
Wang, Kangning; Sun, Xiaofei Efficient parameter estimation and variable selection in partial linear varying coefficient quantile regression model with longitudinal data. (English) Zbl 1443.62109 Stat. Pap. 61, No. 3, 967-995 (2020). MSC: 62G08 62H11 62E20 62J02 PDFBibTeX XMLCite \textit{K. Wang} and \textit{X. Sun}, Stat. Pap. 61, No. 3, 967--995 (2020; Zbl 1443.62109) Full Text: DOI
Wang, Xiuli; Cao, Zhimiao; Liu, Chao; Wang, Mingqiu Group selection via adjusted weighted least absolute deviation regression. (English) Zbl 1439.62167 J. Comput. Appl. Math. 378, Article ID 112924, 18 p. (2020). MSC: 62J05 62F12 62J07 62F07 PDFBibTeX XMLCite \textit{X. Wang} et al., J. Comput. Appl. Math. 378, Article ID 112924, 18 p. (2020; Zbl 1439.62167) Full Text: DOI
Tang, Niansheng; Yan, Xiaodong; Zhao, Xingqiu Penalized generalized empirical likelihood with a diverging number of general estimating equations for censored data. (English) Zbl 1441.62253 Ann. Stat. 48, No. 1, 607-627 (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62N02 62N03 62F12 62F05 62N01 62F07 62P10 PDFBibTeX XMLCite \textit{N. Tang} et al., Ann. Stat. 48, No. 1, 607--627 (2020; Zbl 1441.62253) Full Text: DOI Euclid
Wang, Kang-ning; Lin, Lu Variable selection for varying coefficient models via kernel based regularized rank regression. (English) Zbl 1437.62269 Acta Math. Appl. Sin., Engl. Ser. 36, No. 2, 458-470 (2020). Reviewer: Pavel Stoynov (Sofia) MSC: 62J05 62F07 62F35 62E20 PDFBibTeX XMLCite \textit{K.-n. Wang} and \textit{L. Lin}, Acta Math. Appl. Sin., Engl. Ser. 36, No. 2, 458--470 (2020; Zbl 1437.62269) Full Text: DOI
Pang, Tongyao; Wu, Chunlin; Liu, Zhifang A cubic spline penalty for sparse approximation under tight frame balanced model. (English) Zbl 07188456 Adv. Comput. Math. 46, No. 2, Paper No. 36, 30 p. (2020). MSC: 65-XX PDFBibTeX XMLCite \textit{T. Pang} et al., Adv. Comput. Math. 46, No. 2, Paper No. 36, 30 p. (2020; Zbl 07188456) Full Text: DOI
Wang, Jie-Huei; Pan, Chun-Hao; Chang, I-Shou; Hsiung, Chao Agnes Penalized full likelihood approach to variable selection for Cox’s regression model under nested case-control sampling. (English) Zbl 1436.62471 Lifetime Data Anal. 26, No. 2, 292-314 (2020). MSC: 62N02 62P10 62G08 60G55 PDFBibTeX XMLCite \textit{J.-H. Wang} et al., Lifetime Data Anal. 26, No. 2, 292--314 (2020; Zbl 1436.62471) Full Text: DOI
Poignard, Benjamin Asymptotic theory of the adaptive sparse group Lasso. (English) Zbl 1436.62342 Ann. Inst. Stat. Math. 72, No. 1, 297-328 (2020). MSC: 62J07 62E20 PDFBibTeX XMLCite \textit{B. Poignard}, Ann. Inst. Stat. Math. 72, No. 1, 297--328 (2020; Zbl 1436.62342) Full Text: DOI arXiv
Cai, Kaida; Shen, Hua; Lu, Xuewen Group variable selection in the Andersen-Gill model for recurrent event data. (English) Zbl 1437.62166 J. Stat. Plann. Inference 207, 99-112 (2020). MSC: 62G20 62J07 62N01 62P10 PDFBibTeX XMLCite \textit{K. Cai} et al., J. Stat. Plann. Inference 207, 99--112 (2020; Zbl 1437.62166) Full Text: DOI
Huang, Longlong; Kopciuk, Karen; Lu, Xuewen Adaptive group bridge selection in the semiparametric accelerated failure time model. (English) Zbl 1437.62277 J. Multivariate Anal. 175, Article ID 104562, 19 p. (2020). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62J07 62G20 62N01 62H12 PDFBibTeX XMLCite \textit{L. Huang} et al., J. Multivariate Anal. 175, Article ID 104562, 19 p. (2020; Zbl 1437.62277) Full Text: DOI
Sherwood, Ben; Molstad, Aaron J.; Singha, Sumanta Asymptotic properties of concave \(L_1\)-norm group penalties. (English) Zbl 1459.62060 Stat. Probab. Lett. 157, Article ID 108631, 5 p. (2020). MSC: 62G08 62J07 62G20 PDFBibTeX XMLCite \textit{B. Sherwood} et al., Stat. Probab. Lett. 157, Article ID 108631, 5 p. (2020; Zbl 1459.62060) Full Text: DOI
Zou, Yuye; Fan, Guoliang; Zhang, Riquan Quantile regression and variable selection for partially linear single-index models with missing censoring indicators. (English) Zbl 1418.62204 J. Stat. Plann. Inference 204, 80-95 (2020). MSC: 62G08 62J07 62G20 62P10 PDFBibTeX XMLCite \textit{Y. Zou} et al., J. Stat. Plann. Inference 204, 80--95 (2020; Zbl 1418.62204) Full Text: DOI
Giurcanu, Mihai; Presnell, Brett Oracle GMM estimation for misspecified models via thresholding. (English) Zbl 07544539 Commun. Stat., Theory Methods 48, No. 11, 2657-2686 (2019). MSC: 62G05 62G20 PDFBibTeX XMLCite \textit{M. Giurcanu} and \textit{B. Presnell}, Commun. Stat., Theory Methods 48, No. 11, 2657--2686 (2019; Zbl 07544539) Full Text: DOI
Yan, Ailing; Song, Fengli Adaptive elastic net-penalized quantile regression for variable selection. (English) Zbl 07529841 Commun. Stat., Theory Methods 48, No. 20, 5106-5120 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Yan} and \textit{F. Song}, Commun. Stat., Theory Methods 48, No. 20, 5106--5120 (2019; Zbl 07529841) Full Text: DOI
Bindele, Huybrechts F.; Abebe, Asheber; Zeng, Peng Robust estimation and selection for single-index regression model. (English) Zbl 07193787 J. Stat. Comput. Simulation 89, No. 8, 1376-1393 (2019). MSC: 62J02 62G05 62F12 62G20 PDFBibTeX XMLCite \textit{H. F. Bindele} et al., J. Stat. Comput. Simulation 89, No. 8, 1376--1393 (2019; Zbl 07193787) Full Text: DOI
Derkach, Andriy; Pfeiffer, Ruth M.; Chen, Ting-Huei; Sampson, Joshua N. High dimensional mediation analysis with latent variables. (English) Zbl 1436.62536 Biometrics 75, No. 3, 745-756 (2019). MSC: 62P10 92D30 62H25 PDFBibTeX XMLCite \textit{A. Derkach} et al., Biometrics 75, No. 3, 745--756 (2019; Zbl 1436.62536) Full Text: DOI Link
Wang, Mingqiu; Tian, Guo-Liang Adaptive group Lasso for high-dimensional generalized linear models. (English) Zbl 1432.62225 Stat. Pap. 60, No. 5, 1469-1486 (2019). MSC: 62J07 62J12 62F12 PDFBibTeX XMLCite \textit{M. Wang} and \textit{G.-L. Tian}, Stat. Pap. 60, No. 5, 1469--1486 (2019; Zbl 1432.62225) Full Text: DOI
Yang, Jing; Lu, Fang; Yang, Hu Local Walsh-average-based estimation and variable selection for single-index models. (English) Zbl 1454.62138 Sci. China, Math. 62, No. 10, 1977-1996 (2019). Reviewer: Joseph Melamed (Los Angeles) MSC: 62G20 62H12 PDFBibTeX XMLCite \textit{J. Yang} et al., Sci. China, Math. 62, No. 10, 1977--1996 (2019; Zbl 1454.62138) Full Text: DOI
Yang, Xinfeng; Yan, Xiaodong; Huang, Jian High-dimensional integrative analysis with homogeneity and sparsity recovery. (English) Zbl 1428.62243 J. Multivariate Anal. 174, Article ID 104529, 18 p. (2019). MSC: 62H12 62J07 62J12 62F12 PDFBibTeX XMLCite \textit{X. Yang} et al., J. Multivariate Anal. 174, Article ID 104529, 18 p. (2019; Zbl 1428.62243) Full Text: DOI
Wu, Xianyi; Zhou, Xian On Hodges’ superefficiency and merits of oracle property in model selection. (English) Zbl 1433.62182 Ann. Inst. Stat. Math. 71, No. 5, 1093-1119 (2019). Reviewer: Rózsa Horváth-Bokor (Budakalász) MSC: 62J02 62G08 PDFBibTeX XMLCite \textit{X. Wu} and \textit{X. Zhou}, Ann. Inst. Stat. Math. 71, No. 5, 1093--1119 (2019; Zbl 1433.62182) Full Text: DOI arXiv
Chen, Yen-Chi; Choe, Youngjun Importance sampling and its optimality for stochastic simulation models. (English) Zbl 1429.62167 Electron. J. Stat. 13, No. 2, 3386-3423 (2019). MSC: 62G20 62H30 62G05 62P30 PDFBibTeX XMLCite \textit{Y.-C. Chen} and \textit{Y. Choe}, Electron. J. Stat. 13, No. 2, 3386--3423 (2019; Zbl 1429.62167) Full Text: DOI arXiv Euclid
Chen, Xia; Cui, Yan Quasi-likelihood adaptive Lasso estimators for high-dimensional generalized linear models. (Chinese. English summary) Zbl 1438.62139 J. Shaanxi Norm. Univ., Nat. Sci. Ed. 47, No. 2, 1-9 (2019). MSC: 62J12 62J07 PDFBibTeX XMLCite \textit{X. Chen} and \textit{Y. Cui}, J. Shaanxi Norm. Univ., Nat. Sci. Ed. 47, No. 2, 1--9 (2019; Zbl 1438.62139) Full Text: DOI
Wang, Dongliang; Wu, Tong Tong; Zhao, Yichuan Penalized empirical likelihood for the sparse Cox regression model. (English) Zbl 1421.62083 J. Stat. Plann. Inference 201, 71-85 (2019). MSC: 62J02 62P10 PDFBibTeX XMLCite \textit{D. Wang} et al., J. Stat. Plann. Inference 201, 71--85 (2019; Zbl 1421.62083) Full Text: DOI Link
Giurcanu, Mihai; Presnell, Brett Bootstrapping Lasso-type estimators in regression models. (English) Zbl 1418.62185 J. Stat. Plann. Inference 199, 114-125 (2019). MSC: 62G09 62J07 62G20 PDFBibTeX XMLCite \textit{M. Giurcanu} and \textit{B. Presnell}, J. Stat. Plann. Inference 199, 114--125 (2019; Zbl 1418.62185) Full Text: DOI
Xie, Wanling; Yang, Hu Nonnegative hierarchical Lasso with a mixed \((1, \frac{1}{2})\)-penalty and a fast solver. (English) Zbl 07083300 Stat. Interface 12, No. 4, 599-615 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Xie} and \textit{H. Yang}, Stat. Interface 12, No. 4, 599--615 (2019; Zbl 07083300) Full Text: DOI
Wang, Zhaoliang; Xue, Liugen; Li, Gaorong; Lu, Fei Spline estimator for ultra-high dimensional partially linear varying coefficient models. (English) Zbl 1419.62095 Ann. Inst. Stat. Math. 71, No. 3, 657-677 (2019). MSC: 62G08 62H12 62G20 PDFBibTeX XMLCite \textit{Z. Wang} et al., Ann. Inst. Stat. Math. 71, No. 3, 657--677 (2019; Zbl 1419.62095) Full Text: DOI
Yang, Jing; Lu, Fang; Tian, Guoliang; Lu, Xuewen; Yang, Hu Robust variable selection of varying coefficient partially nonlinear model based on quantile regression. (English) Zbl 1502.62049 Stat. Interface 12, No. 3, 397-413 (2019). MSC: 62G08 62F35 62G20 62P12 PDFBibTeX XMLCite \textit{J. Yang} et al., Stat. Interface 12, No. 3, 397--413 (2019; Zbl 1502.62049) Full Text: DOI
Wang, Huifang; Kong, Lingchen; Tao, Jiyuan The linearized alternating direction method of multipliers for sparse group LAD model. (English) Zbl 1435.62276 Optim. Lett. 13, No. 3, 505-525 (2019). Reviewer: Nelson I. Tanaka (São Paulo) MSC: 62J07 62J05 62F10 PDFBibTeX XMLCite \textit{H. Wang} et al., Optim. Lett. 13, No. 3, 505--525 (2019; Zbl 1435.62276) Full Text: DOI
Sun, Qiang; Jiang, Bai; Zhu, Hongtu; Ibrahim, Joseph G. Hard thresholding regression. (English) Zbl 1417.62197 Scand. J. Stat. 46, No. 1, 314-328 (2019). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62J05 62G05 62J07 PDFBibTeX XMLCite \textit{Q. Sun} et al., Scand. J. Stat. 46, No. 1, 314--328 (2019; Zbl 1417.62197) Full Text: DOI Link
Lee, Eun Ryung; Cho, Jinwoo; Yu, Kyusang A systematic review on model selection in high-dimensional regression. (English) Zbl 1411.62204 J. Korean Stat. Soc. 48, No. 1, 1-12 (2019). MSC: 62J07 62G08 62J05 PDFBibTeX XMLCite \textit{E. R. Lee} et al., J. Korean Stat. Soc. 48, No. 1, 1--12 (2019; Zbl 1411.62204) Full Text: DOI
Wang, Binhuan; Fang, Yixin; Lian, Heng; Liang, Hua Additive partially linear models for massive heterogeneous data. (English) Zbl 1416.62230 Electron. J. Stat. 13, No. 1, 391-431 (2019). Reviewer: Jonas Šiaulys (Vilnius) MSC: 62G08 62J12 62G20 PDFBibTeX XMLCite \textit{B. Wang} et al., Electron. J. Stat. 13, No. 1, 391--431 (2019; Zbl 1416.62230) Full Text: DOI arXiv Euclid
Jiang, Wenxin; Li, Cheng On Bayesian oracle properties. (English) Zbl 1409.62061 Bayesian Anal. 14, No. 1, 235-260 (2019). MSC: 62F15 62G20 PDFBibTeX XMLCite \textit{W. Jiang} and \textit{C. Li}, Bayesian Anal. 14, No. 1, 235--260 (2019; Zbl 1409.62061) Full Text: DOI arXiv Euclid
Li, Rui; Zhao, Haibing Sparsity identification for high-dimensional partially linear model with measurement error. (English) Zbl 07550142 Commun. Stat., Simulation Comput. 47, No. 8, 2378-2392 (2018). MSC: 62G08 62J02 PDFBibTeX XMLCite \textit{R. Li} and \textit{H. Zhao}, Commun. Stat., Simulation Comput. 47, No. 8, 2378--2392 (2018; Zbl 07550142) Full Text: DOI
Yang, Hu; Li, Ning WLAD-LASSO method for robust estimation and variable selection in partially linear models. (English) Zbl 1508.62114 Commun. Stat., Theory Methods 47, No. 20, 4958-4976 (2018). MSC: 62G08 62G20 62G35 62J07 PDFBibTeX XMLCite \textit{H. Yang} and \textit{N. Li}, Commun. Stat., Theory Methods 47, No. 20, 4958--4976 (2018; Zbl 1508.62114) Full Text: DOI
Wang, Kai; Zhu, Yanling M-estimation in high-dimensional linear model. (English) Zbl 1498.62056 J. Inequal. Appl. 2018, Paper No. 225, 13 p. (2018). MSC: 62F12 62E15 62J05 62F35 62E20 62H12 PDFBibTeX XMLCite \textit{K. Wang} and \textit{Y. Zhu}, J. Inequal. Appl. 2018, Paper No. 225, 13 p. (2018; Zbl 1498.62056) Full Text: DOI arXiv
Liu, Shu; Lian, Heng Robust estimation and model identification for longitudinal data varying-coefficient model. (English) Zbl 1508.62104 Commun. Stat., Theory Methods 47, No. 11, 2701-2719 (2018). MSC: 62G08 62G35 PDFBibTeX XMLCite \textit{S. Liu} and \textit{H. Lian}, Commun. Stat., Theory Methods 47, No. 11, 2701--2719 (2018; Zbl 1508.62104) Full Text: DOI
Yao, Mei; Wang, Jiang-Feng; Lin, Lu; Wang, Yu-Xin Variable selection and weighted composite quantile estimation of regression parameters with left-truncated data. (English) Zbl 1508.62115 Commun. Stat., Theory Methods 47, No. 18, 4469-4482 (2018). MSC: 62G08 62J05 62N02 62E20 62G20 PDFBibTeX XMLCite \textit{M. Yao} et al., Commun. Stat., Theory Methods 47, No. 18, 4469--4482 (2018; Zbl 1508.62115) Full Text: DOI
Li, Peng; Chen, Wengu Signal recovery under mutual incoherence property and oracle inequalities. (English) Zbl 1416.94029 Front. Math. China 13, No. 6, 1369-1396 (2018). MSC: 94A12 65K05 90C25 92C55 PDFBibTeX XMLCite \textit{P. Li} and \textit{W. Chen}, Front. Math. China 13, No. 6, 1369--1396 (2018; Zbl 1416.94029) Full Text: DOI arXiv
Dong, Ying; Song, Lixin; Amin, Muhammad SCAD Ridge penalized likelihood estimators for ultra-high dimensional models. (English) Zbl 1409.62110 Hacet. J. Math. Stat. 47, No. 2, 423-436 (2018). MSC: 62H12 62J07 62G20 PDFBibTeX XMLCite \textit{Y. Dong} et al., Hacet. J. Math. Stat. 47, No. 2, 423--436 (2018; Zbl 1409.62110) Full Text: DOI
Fan, Jianqing; Tang, Runlong; Shi, Xiaofeng Partial consistency with sparse incidental parameters. (English) Zbl 1406.62075 Stat. Sin. 28, No. 4, Part 2, 2633-2655 (2018). MSC: 62J05 62H12 62J07 62G20 PDFBibTeX XMLCite \textit{J. Fan} et al., Stat. Sin. 28, No. 4, Part 2, 2633--2655 (2018; Zbl 1406.62075) Full Text: DOI arXiv Link
Huang, Jian; Jiao, Yuling; Liu, Yanyan; Lu, Xiliang A constructive approach to \(L_0\) penalized regression. (English) Zbl 1444.62091 J. Mach. Learn. Res. 19, Paper No. 10, 37 p. (2018). MSC: 62J05 62J07 PDFBibTeX XMLCite \textit{J. Huang} et al., J. Mach. Learn. Res. 19, Paper No. 10, 37 p. (2018; Zbl 1444.62091) Full Text: arXiv Link
Kang, Jongkyeong; Shin, Seung Jun; Park, Jaeshin; Bang, Sungwan Hierarchically penalized quantile regression with multiple responses. (English) Zbl 1406.62038 J. Korean Stat. Soc. 47, No. 4, 471-481 (2018). MSC: 62G08 62J07 62H12 PDFBibTeX XMLCite \textit{J. Kang} et al., J. Korean Stat. Soc. 47, No. 4, 471--481 (2018; Zbl 1406.62038) Full Text: DOI