Cai, Xiong; Xue, Liugen; Cao, Jiguo [Alzheimer’s Disease Neuroimaging Initiative] Robust estimation and variable selection for function-on-scalar regression. (English. English, French summaries) Zbl 07566540 Can. J. Stat. 50, No. 1, 162-179 (2022). MSC: 62H99 62G08 PDF BibTeX XML Cite \textit{X. Cai} et al., Can. J. Stat. 50, No. 1, 162--179 (2022; Zbl 07566540) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{Y. Long} and \textit{X. Xu}, Commun. Stat., Theory Methods 51, No. 15, 5187--5203 (2022; Zbl 07565484) 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
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
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
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
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
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 PDF BibTeX XML Cite \textit{H. Gong}, Commun. Stat., Theory Methods 50, No. 14, 3384--3402 (2021; Zbl 07530989) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{Y. Zou} et al., J. Korean Stat. Soc. 50, No. 1, 134--162 (2021; Zbl 1484.62053) 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
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 PDF BibTeX XML Cite \textit{K. Cai} et al., Stat. Interface 14, No. 4, 431--447 (2021; Zbl 07468421) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{N. Li} and \textit{H. Yang}, Stat. Pap. 62, No. 2, 661--680 (2021; Zbl 1477.62186) Full Text: DOI OpenURL
Goldbring, Isaac Oracle computability of conditional expectations onto subfactors. (English) Zbl 07382063 New York J. Math. 27, 1085-1095 (2021). MSC: 03C57 03C66 46L37 22D55 PDF BibTeX XML Cite \textit{I. Goldbring}, New York J. Math. 27, 1085--1095 (2021; Zbl 07382063) Full Text: arXiv Link OpenURL
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 PDF BibTeX XML Cite \textit{X. Pan} et al., Electron. J. Stat. 15, No. 1, 3287--3348 (2021; Zbl 1472.62116) Full Text: DOI arXiv OpenURL
Liu, Li; Su, Wen; Zhao, Xingqiu Bi-selection in the high-dimensional additive hazards regression model. (English) Zbl 07379661 Electron. J. Stat. 15, No. 1, 748-772 (2021). MSC: 62N01 62N02 62N05 62F12 62P10 PDF BibTeX XML Cite \textit{L. Liu} et al., Electron. J. Stat. 15, No. 1, 748--772 (2021; Zbl 07379661) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{X. Yan} et al., Stat. Sin. 31, No. 2, 1027--1054 (2021; Zbl 1470.62109) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{S. N. Lahiri}, Ann. Stat. 49, No. 2, 820--844 (2021; Zbl 1469.62307) Full Text: DOI OpenURL
Song, Yunquan; Liang, Xijun; Zhu, Yanji; Lin, Lu Robust variable selection with exponential squared loss for the spatial autoregressive model. (English) Zbl 07345046 Comput. Stat. Data Anal. 155, Article ID 107094, 23 p. (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Song} et al., Comput. Stat. Data Anal. 155, Article ID 107094, 23 p. (2021; Zbl 07345046) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{Y. Jung}, Commun. Stat., Theory Methods 49, No. 18, 4490--4505 (2020; Zbl 07528964) Full Text: DOI OpenURL
Wu, Yanke; Tian, Maozai; Tang, Man-Lai General composite quantile regression: theory and methods. (English) Zbl 07528889 Commun. Stat., Theory Methods 49, No. 9, 2217-2236 (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Wu} et al., Commun. Stat., Theory Methods 49, No. 9, 2217--2236 (2020; Zbl 07528889) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{S. Um} et al., J. Korean Stat. Soc. 49, No. 2, 439--456 (2020; Zbl 1485.62090) Full Text: DOI OpenURL
Feng, Sanying; He, Wenqi; Li, Feng Model detection and estimation for varying coefficient panel data models with fixed effects. (English) Zbl 07345901 Comput. Stat. Data Anal. 152, Article ID 107054, 18 p. (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Feng} et al., Comput. Stat. Data Anal. 152, Article ID 107054, 18 p. (2020; Zbl 07345901) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{Z. Sun} et al., Period. Ocean Univ. China 50, No. 11, 129--138 (2020; Zbl 1474.62346) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{H. Deng} and \textit{C.-H. Zhang}, Ann. Stat. 48, No. 6, 3672--3698 (2020; Zbl 1462.62208) Full Text: DOI arXiv Euclid OpenURL
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: 68T05 PDF BibTeX XML Cite \textit{Y. Zhang} et al., J. Mach. Learn. Res. 21, Paper No. 224, 25 p. (2020; Zbl 07306908) Full Text: Link OpenURL
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 PDF BibTeX XML Cite \textit{H. Yang} et al., Stat. Pap. 61, No. 5, 1911--1937 (2020; Zbl 1452.62338) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{L. Cattivelli} and \textit{G. M. Gallo}, Quant. Finance 20, No. 2, 255--274 (2020; Zbl 1448.62113) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{M. Q. Wang} et al., Acta Math. Sin., Engl. Ser. 36, No. 7, 812--828 (2020; Zbl 1447.62112) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{T. Xie} et al., Stat. Pap. 61, No. 3, 1125--1145 (2020; Zbl 1443.62110) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{K. Wang} and \textit{X. Sun}, Stat. Pap. 61, No. 3, 967--995 (2020; Zbl 1443.62109) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{X. Wang} et al., J. Comput. Appl. Math. 378, Article ID 112924, 18 p. (2020; Zbl 1439.62167) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{N. Tang} et al., Ann. Stat. 48, No. 1, 607--627 (2020; Zbl 1441.62253) Full Text: DOI Euclid OpenURL
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 PDF BibTeX XML Cite \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 OpenURL
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 PDF BibTeX XML Cite \textit{T. Pang} et al., Adv. Comput. Math. 46, No. 2, Paper No. 36, 30 p. (2020; Zbl 07188456) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{J.-H. Wang} et al., Lifetime Data Anal. 26, No. 2, 292--314 (2020; Zbl 1436.62471) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{B. Poignard}, Ann. Inst. Stat. Math. 72, No. 1, 297--328 (2020; Zbl 1436.62342) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \textit{K. Cai} et al., J. Stat. Plann. Inference 207, 99--112 (2020; Zbl 1437.62166) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{L. Huang} et al., J. Multivariate Anal. 175, Article ID 104562, 19 p. (2020; Zbl 1437.62277) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{B. Sherwood} et al., Stat. Probab. Lett. 157, Article ID 108631, 5 p. (2020; Zbl 1459.62060) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{Y. Zou} et al., J. Stat. Plann. Inference 204, 80--95 (2020; Zbl 1418.62204) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{M. Giurcanu} and \textit{B. Presnell}, Commun. Stat., Theory Methods 48, No. 11, 2657--2686 (2019; Zbl 07544539) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{A. Yan} and \textit{F. Song}, Commun. Stat., Theory Methods 48, No. 20, 5106--5120 (2019; Zbl 07529841) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{H. F. Bindele} et al., J. Stat. Comput. Simulation 89, No. 8, 1376--1393 (2019; Zbl 07193787) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{A. Derkach} et al., Biometrics 75, No. 3, 745--756 (2019; Zbl 1436.62536) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{M. Wang} and \textit{G.-L. Tian}, Stat. Pap. 60, No. 5, 1469--1486 (2019; Zbl 1432.62225) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{J. Yang} et al., Sci. China, Math. 62, No. 10, 1977--1996 (2019; Zbl 1454.62138) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{X. Yang} et al., J. Multivariate Anal. 174, Article ID 104529, 18 p. (2019; Zbl 1428.62243) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{X. Wu} and \textit{X. Zhou}, Ann. Inst. Stat. Math. 71, No. 5, 1093--1119 (2019; Zbl 1433.62182) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \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 OpenURL
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 PDF BibTeX XML Cite \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 OpenURL
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 PDF BibTeX XML Cite \textit{D. Wang} et al., J. Stat. Plann. Inference 201, 71--85 (2019; Zbl 1421.62083) Full Text: DOI Link OpenURL
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 PDF BibTeX XML Cite \textit{M. Giurcanu} and \textit{B. Presnell}, J. Stat. Plann. Inference 199, 114--125 (2019; Zbl 1418.62185) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{W. Xie} and \textit{H. Yang}, Stat. Interface 12, No. 4, 599--615 (2019; Zbl 07083300) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{Z. Wang} et al., Ann. Inst. Stat. Math. 71, No. 3, 657--677 (2019; Zbl 1419.62095) Full Text: DOI OpenURL
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 07074478 Stat. Interface 12, No. 3, 397-413 (2019). MSC: 62F35 62G08 62G20 62P12 PDF BibTeX XML Cite \textit{J. Yang} et al., Stat. Interface 12, No. 3, 397--413 (2019; Zbl 07074478) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{H. Wang} et al., Optim. Lett. 13, No. 3, 505--525 (2019; Zbl 1435.62276) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{Q. Sun} et al., Scand. J. Stat. 46, No. 1, 314--328 (2019; Zbl 1417.62197) Full Text: DOI Link OpenURL
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 PDF BibTeX XML Cite \textit{E. R. Lee} et al., J. Korean Stat. Soc. 48, No. 1, 1--12 (2019; Zbl 1411.62204) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{B. Wang} et al., Electron. J. Stat. 13, No. 1, 391--431 (2019; Zbl 1416.62230) Full Text: DOI arXiv Euclid OpenURL
Jiang, Wenxin; Li, Cheng On Bayesian oracle properties. (English) Zbl 1409.62061 Bayesian Anal. 14, No. 1, 235-260 (2019). MSC: 62F15 62G20 PDF BibTeX XML Cite \textit{W. Jiang} and \textit{C. Li}, Bayesian Anal. 14, No. 1, 235--260 (2019; Zbl 1409.62061) Full Text: DOI arXiv Euclid OpenURL
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 PDF BibTeX XML Cite \textit{R. Li} and \textit{H. Zhao}, Commun. Stat., Simulation Comput. 47, No. 8, 2378--2392 (2018; Zbl 07550142) Full Text: DOI OpenURL
Yang, Hu; Li, Ning WLAD-LASSO method for robust estimation and variable selection in partially linear models. (English) Zbl 07474716 Commun. Stat., Theory Methods 47, No. 20, 4958-4976 (2018). MSC: 62Gxx 62Jxx 62G08 62G20 62G35 62J07 PDF BibTeX XML Cite \textit{H. Yang} and \textit{N. Li}, Commun. Stat., Theory Methods 47, No. 20, 4958--4976 (2018; Zbl 07474716) Full Text: DOI OpenURL
Wang, Kai; Zhu, Yanling M-estimation in high-dimensional linear model. (English) Zbl 07445941 J. Inequal. Appl. 2018, Paper No. 225, 13 p. (2018). MSC: 62F12 62E15 62J05 PDF BibTeX XML Cite \textit{K. Wang} and \textit{Y. Zhu}, J. Inequal. Appl. 2018, Paper No. 225, 13 p. (2018; Zbl 07445941) Full Text: DOI arXiv OpenURL
Liu, Shu; Lian, Heng Robust estimation and model identification for longitudinal data varying-coefficient model. (English) Zbl 07416405 Commun. Stat., Theory Methods 47, No. 11, 2701-2719 (2018). MSC: 62-XX 62G08 62G35 PDF BibTeX XML Cite \textit{S. Liu} and \textit{H. Lian}, Commun. Stat., Theory Methods 47, No. 11, 2701--2719 (2018; Zbl 07416405) Full Text: DOI OpenURL
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 07405707 Commun. Stat., Theory Methods 47, No. 18, 4469-4482 (2018). MSC: 62-XX 62N02 62E20 PDF BibTeX XML Cite \textit{M. Yao} et al., Commun. Stat., Theory Methods 47, No. 18, 4469--4482 (2018; Zbl 07405707) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{P. Li} and \textit{W. Chen}, Front. Math. China 13, No. 6, 1369--1396 (2018; Zbl 1416.94029) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \textit{Y. Dong} et al., Hacet. J. Math. Stat. 47, No. 2, 423--436 (2018; Zbl 1409.62110) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \textit{J. Fan} et al., Stat. Sin. 28, No. 4, Part 2, 2633--2655 (2018; Zbl 1406.62075) Full Text: DOI arXiv Link OpenURL
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 PDF BibTeX XML Cite \textit{J. Huang} et al., J. Mach. Learn. Res. 19, Paper No. 10, 37 p. (2018; Zbl 1444.62091) Full Text: arXiv Link OpenURL
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 PDF BibTeX XML Cite \textit{J. Kang} et al., J. Korean Stat. Soc. 47, No. 4, 471--481 (2018; Zbl 1406.62038) Full Text: DOI OpenURL
Du, Jiang; Xu, Dengke; Cao, Ruiyuan Estimation and variable selection for partially functional linear models. (English) Zbl 1406.62034 J. Korean Stat. Soc. 47, No. 4, 436-449 (2018). MSC: 62G08 62G20 62J05 PDF BibTeX XML Cite \textit{J. Du} et al., J. Korean Stat. Soc. 47, No. 4, 436--449 (2018; Zbl 1406.62034) Full Text: DOI OpenURL
He, Kejun; Lian, Heng; Ma, Shujie; Huang, Jianhua Z. Dimensionality reduction and variable selection in multivariate varying-coefficient models with a large number of covariates. (English) Zbl 1398.62136 J. Am. Stat. Assoc. 113, No. 522, 746-754 (2018). MSC: 62H12 62G20 62H25 62J05 62J07 62P10 PDF BibTeX XML Cite \textit{K. He} et al., J. Am. Stat. Assoc. 113, No. 522, 746--754 (2018; Zbl 1398.62136) Full Text: DOI OpenURL
Cui, Wenquan; Cheng, Haoyang; Sun, Jiajing An RKHS-based approach to double-penalized regression in high-dimensional partially linear models. (English) Zbl 1401.62057 J. Multivariate Anal. 168, 201-210 (2018). MSC: 62G08 62G20 62F12 62J07 PDF BibTeX XML Cite \textit{W. Cui} et al., J. Multivariate Anal. 168, 201--210 (2018; Zbl 1401.62057) Full Text: DOI OpenURL
Qu, Lianqiang; Song, Xinyuan; Sun, Liuquan Identification of local sparsity and variable selection for varying coefficient additive hazards models. (English) Zbl 1469.62131 Comput. Stat. Data Anal. 125, 119-135 (2018). MSC: 62-08 62G05 62N02 62P10 PDF BibTeX XML Cite \textit{L. Qu} et al., Comput. Stat. Data Anal. 125, 119--135 (2018; Zbl 1469.62131) Full Text: DOI OpenURL
Lv, Shaogao; You, Mengying; Lin, Huazhen; Lian, Heng; Huang, Jian On the sign consistency of the Lasso for the high-dimensional Cox model. (English) Zbl 1395.62309 J. Multivariate Anal. 167, 79-96 (2018). MSC: 62N02 62F12 62J07 PDF BibTeX XML Cite \textit{S. Lv} et al., J. Multivariate Anal. 167, 79--96 (2018; Zbl 1395.62309) Full Text: DOI OpenURL
Fan, Jun; Kong, Lingchen; Wang, Liqun; Xiu, Naihua Variable selection in sparse regression with quadratic measurements. (English) Zbl 1394.62091 Stat. Sin. 28, No. 3, 1157-1178 (2018). MSC: 62J05 62G08 PDF BibTeX XML Cite \textit{J. Fan} et al., Stat. Sin. 28, No. 3, 1157--1178 (2018; Zbl 1394.62091) Full Text: DOI Link OpenURL
Shi, Yue-Yong; Cao, Yong-Xiu; Yu, Ji-Chang; Jiao, Yu-Ling Variable selection via generalized SELO-penalized linear regression models. (English) Zbl 1399.62050 Appl. Math., Ser. B (Engl. Ed.) 33, No. 2, 145-162 (2018). MSC: 62F12 62J05 62J07 PDF BibTeX XML Cite \textit{Y.-Y. Shi} et al., Appl. Math., Ser. B (Engl. Ed.) 33, No. 2, 145--162 (2018; Zbl 1399.62050) Full Text: DOI OpenURL
Zhao, Tuo; Liu, Han; Zhang, Tong Pathwise coordinate optimization for sparse learning: algorithm and theory. (English) Zbl 1416.62413 Ann. Stat. 46, No. 1, 180-218 (2018). Reviewer: Dongsheng Tu (Kingston) MSC: 62J07 90C26 62J12 90C52 PDF BibTeX XML Cite \textit{T. Zhao} et al., Ann. Stat. 46, No. 1, 180--218 (2018; Zbl 1416.62413) Full Text: DOI arXiv OpenURL
Wang, Kangning Variable selection for spatial semivarying coefficient models. (English) Zbl 1387.62056 Ann. Inst. Stat. Math. 70, No. 2, 323-351 (2018). MSC: 62G08 62G20 62G35 62P25 PDF BibTeX XML Cite \textit{K. Wang}, Ann. Inst. Stat. Math. 70, No. 2, 323--351 (2018; Zbl 1387.62056) Full Text: DOI OpenURL
Hu, Jianhua; Huang, Jian; Qiu, Feng A group adaptive elastic-net approach for variable selection in high-dimensional linear regression. (English) Zbl 1384.62229 Sci. China, Math. 61, No. 1, 173-188 (2018). MSC: 62J05 62J07 62G08 PDF BibTeX XML Cite \textit{J. Hu} et al., Sci. China, Math. 61, No. 1, 173--188 (2018; Zbl 1384.62229) Full Text: DOI OpenURL
Sun, Xiaofei; Wang, Kangning; Lin, Lu Robust adaptive model selection and estimation for partial linear varying coefficient models in rank regression. (English) Zbl 1390.62050 J. Korean Stat. Soc. 47, No. 1, 54-65 (2018). MSC: 62G05 62G35 62J02 62E20 PDF BibTeX XML Cite \textit{X. Sun} et al., J. Korean Stat. Soc. 47, No. 1, 54--65 (2018; Zbl 1390.62050) Full Text: DOI OpenURL
Wang, Yanxin; Fan, Qibin; Zhu, Li Variable selection and estimation using a continuous approximation to the \(L_0\) penalty. (English) Zbl 1385.62019 Ann. Inst. Stat. Math. 70, No. 1, 191-214 (2018). Reviewer: Anatoliy Swishchuk (Calgary) MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{Y. Wang} et al., Ann. Inst. Stat. Math. 70, No. 1, 191--214 (2018; Zbl 1385.62019) Full Text: DOI OpenURL
Gai, Yujie; Li, Feng; Yin, Zhao; Lin, Lu; Zhu, Lixing Asymptotic properties of adaptive Dantzig selector. (Chinese. English summary) Zbl 07494568 Sci. Sin., Math. 47, No. 7, 869-886 (2017). MSC: 62G05 62G20 62J05 PDF BibTeX XML Cite \textit{Y. Gai} et al., Sci. Sin., Math. 47, No. 7, 869--886 (2017; Zbl 07494568) Full Text: DOI OpenURL
Jeon, Jong-June; Kwon, Sunghoon; Choi, Hosik Homogeneity detection for the high-dimensional generalized linear model. (English) Zbl 1464.62098 Comput. Stat. Data Anal. 114, 61-74 (2017). MSC: 62-08 62J12 PDF BibTeX XML Cite \textit{J.-J. Jeon} et al., Comput. Stat. Data Anal. 114, 61--74 (2017; Zbl 1464.62098) Full Text: DOI OpenURL
Smucler, Ezequiel; Yohai, Victor J. Robust and sparse estimators for linear regression models. (English) Zbl 1464.62164 Comput. Stat. Data Anal. 111, 116-130 (2017). MSC: 62-08 62F35 62J05 62J07 PDF BibTeX XML Cite \textit{E. Smucler} and \textit{V. J. Yohai}, Comput. Stat. Data Anal. 111, 116--130 (2017; Zbl 1464.62164) Full Text: DOI arXiv OpenURL
Cui, Yan; Chen, Xia; Yan, Li Adaptive lasso for generalized linear models with a diverging number of parameters. (English) Zbl 1414.62317 Commun. Stat., Theory Methods 46, No. 23, 11826-11842 (2017). MSC: 62J07 62F12 62J12 PDF BibTeX XML Cite \textit{Y. Cui} et al., Commun. Stat., Theory Methods 46, No. 23, 11826--11842 (2017; Zbl 1414.62317) Full Text: DOI OpenURL
Huang, Po-Hsien; Chen, Hung; Weng, Li-Jen A penalized likelihood method for structural equation modeling. (English) Zbl 1402.62126 Psychometrika 82, No. 2, 329-354 (2017). MSC: 62H25 62J07 62J05 62H12 62J12 62P15 PDF BibTeX XML Cite \textit{P.-H. Huang} et al., Psychometrika 82, No. 2, 329--354 (2017; Zbl 1402.62126) Full Text: DOI OpenURL
Yang, Jing; Lu, Fang; Yang, Hu Quantile regression for robust estimation and variable selection in partially linear varying-coefficient models. (English) Zbl 1440.62140 Statistics 51, No. 6, 1179-1199 (2017). MSC: 62G08 62G05 62G20 PDF BibTeX XML Cite \textit{J. Yang} et al., Statistics 51, No. 6, 1179--1199 (2017; Zbl 1440.62140) Full Text: DOI OpenURL
Guo, Chaohui; Yang, Hu; Lv, Jing Robust variable selection in high-dimensional varying coefficient models based on weighted composite quantile regression. (English) Zbl 1393.62015 Stat. Pap. 58, No. 4, 1009-1033 (2017). MSC: 62G08 62G35 62G20 PDF BibTeX XML Cite \textit{C. Guo} et al., Stat. Pap. 58, No. 4, 1009--1033 (2017; Zbl 1393.62015) Full Text: DOI OpenURL
Lv, Jing; Yang, Hu; Guo, Chaohui Variable selection in partially linear additive models for modal regression. (English) Zbl 1380.62196 Commun. Stat., Simulation Comput. 46, No. 7, 5646-5665 (2017). MSC: 62G10 62G08 PDF BibTeX XML Cite \textit{J. Lv} et al., Commun. Stat., Simulation Comput. 46, No. 7, 5646--5665 (2017; Zbl 1380.62196) Full Text: DOI OpenURL
Xin, Xin; Hu, Jianhua; Liu, Liangyuan On the oracle property of a generalized adaptive elastic-net for multivariate linear regression with a diverging number of parameters. (English) Zbl 1381.62108 J. Multivariate Anal. 162, 16-31 (2017). MSC: 62H12 62J05 PDF BibTeX XML Cite \textit{X. Xin} et al., J. Multivariate Anal. 162, 16--31 (2017; Zbl 1381.62108) Full Text: DOI OpenURL
Zhang, Haixiang; Wang, Dehui; Sun, Liuquan Regularized estimation in GINAR(\(p\)) process. (English) Zbl 1377.62184 J. Korean Stat. Soc. 46, No. 4, 502-517 (2017). MSC: 62M10 62F12 62J07 62P10 PDF BibTeX XML Cite \textit{H. Zhang} et al., J. Korean Stat. Soc. 46, No. 4, 502--517 (2017; Zbl 1377.62184) Full Text: DOI OpenURL
Yang, Jing; Yang, Hu Quantile regression and variable selection for single-index varying-coefficient models. (English) Zbl 1377.62121 Commun. Stat., Simulation Comput. 46, No. 6, 4637-4653 (2017). MSC: 62G08 62G05 62G20 62H12 62J07 PDF BibTeX XML Cite \textit{J. Yang} and \textit{H. Yang}, Commun. Stat., Simulation Comput. 46, No. 6, 4637--4653 (2017; Zbl 1377.62121) Full Text: DOI OpenURL
Zhao, Weihua; Zhang, Riquan; Lv, Yazhao; Liu, Jicai Quantile regression and variable selection of single-index coefficient model. (English) Zbl 1382.62021 Ann. Inst. Stat. Math. 69, No. 4, 761-789 (2017). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62G08 62G20 62J07 62J12 PDF BibTeX XML Cite \textit{W. Zhao} et al., Ann. Inst. Stat. Math. 69, No. 4, 761--789 (2017; Zbl 1382.62021) Full Text: DOI OpenURL
Yang, Jing; Yang, Hu Robust modal estimation and variable selection for single-index varying-coefficient models. (English) Zbl 1373.62166 Commun. Stat., Simulation Comput. 46, No. 4, 2976-2997 (2017). MSC: 62G08 62G05 62G20 PDF BibTeX XML Cite \textit{J. Yang} and \textit{H. Yang}, Commun. Stat., Simulation Comput. 46, No. 4, 2976--2997 (2017; Zbl 1373.62166) Full Text: DOI OpenURL
Wang, Yanxin; Zhu, Li Variable selection and parameter estimation via WLAD-SCAD with a diverging number of parameters. (English) Zbl 1368.62210 J. Korean Stat. Soc. 46, No. 3, 390-403 (2017). MSC: 62J07 62F35 PDF BibTeX XML Cite \textit{Y. Wang} and \textit{L. Zhu}, J. Korean Stat. Soc. 46, No. 3, 390--403 (2017; Zbl 1368.62210) Full Text: DOI OpenURL
Wang, Shanshan; Xiang, Liming Penalized empirical likelihood inference for sparse additive hazards regression with a diverging number of covariates. (English) Zbl 06737715 Stat. Comput. 27, No. 5, 1347-1364 (2017). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Wang} and \textit{L. Xiang}, Stat. Comput. 27, No. 5, 1347--1364 (2017; Zbl 06737715) Full Text: DOI OpenURL
Li, Yongjin; Zhang, Qingzhao; Wang, Qihua Penalized estimation equation for an extended single-index model. (English) Zbl 1398.62182 Ann. Inst. Stat. Math. 69, No. 1, 169-187 (2017). MSC: 62J05 62J07 62H12 62G08 PDF BibTeX XML Cite \textit{Y. Li} et al., Ann. Inst. Stat. Math. 69, No. 1, 169--187 (2017; Zbl 1398.62182) Full Text: DOI OpenURL
Giurcanu, Mihai C. Oracle M-estimation for time series models. (English) Zbl 1369.62226 J. Time Ser. Anal. 38, No. 3, 479-504 (2017). MSC: 62M10 62M09 62G09 62G20 62P20 PDF BibTeX XML Cite \textit{M. C. Giurcanu}, J. Time Ser. Anal. 38, No. 3, 479--504 (2017; Zbl 1369.62226) Full Text: DOI OpenURL
Li, Rui; Hao, Ruili Effective identification and estimation for the semiparametric measurement error model. (English) Zbl 1359.62129 J. Korean Stat. Soc. 46, No. 1, 1-14 (2017). MSC: 62G08 62G05 62F12 62G20 62F10 62J07 PDF BibTeX XML Cite \textit{R. Li} and \textit{R. Hao}, J. Korean Stat. Soc. 46, No. 1, 1--14 (2017; Zbl 1359.62129) Full Text: DOI OpenURL