Griffin, J. E.; Łatuszyński, K. G.; Steel, M. F. J. In search of lost mixing time: adaptive Markov chain Monte Carlo schemes for Bayesian variable selection with very large \(p\). (English) Zbl 07331898 Biometrika 108, No. 1, 53-69 (2021). MSC: 62R07 62J05 65C05 PDF BibTeX XML Cite \textit{J. E. Griffin} et al., Biometrika 108, No. 1, 53--69 (2021; Zbl 07331898) Full Text: DOI
Shi, Chengchun; Song, Rui; Lu, Wenbin Concordance and value information criteria for optimal treatment decision. (English) Zbl 07319856 Ann. Stat. 49, No. 1, 49-75 (2021). MSC: 62C25 62B10 62P10 68T05 PDF BibTeX XML Cite \textit{C. Shi} et al., Ann. Stat. 49, No. 1, 49--75 (2021; Zbl 07319856) Full Text: DOI Euclid
Genç, Murat; Özkale, M. Revan Usage of the GO estimator in high dimensional linear models. (English) Zbl 07315553 Comput. Stat. 36, No. 1, 217-239 (2021). MSC: 65C60 PDF BibTeX XML Cite \textit{M. Genç} and \textit{M. R. Özkale}, Comput. Stat. 36, No. 1, 217--239 (2021; Zbl 07315553) Full Text: DOI
Zhao, Bangxin; Liu, Xin; He, Wenqing; Yi, Grace Y. Dynamic tilted current correlation for high dimensional variable screening. (English) Zbl 07301920 J. Multivariate Anal. 182, Article ID 104693, 16 p. (2021). MSC: 62F07 62H20 62H12 62J05 62P10 PDF BibTeX XML Cite \textit{B. Zhao} et al., J. Multivariate Anal. 182, Article ID 104693, 16 p. (2021; Zbl 07301920) Full Text: DOI
Zhong, Wei; Gao, Yang; Zhou, Wei; Fan, Qingliang Endogenous treatment effect estimation using high-dimensional instruments and double selection. (English) Zbl 07290518 Stat. Probab. Lett. 169, Article ID 108967, 6 p. (2021). MSC: 62F07 62D20 62P25 PDF BibTeX XML Cite \textit{W. Zhong} et al., Stat. Probab. Lett. 169, Article ID 108967, 6 p. (2021; Zbl 07290518) Full Text: DOI
Do, Hyungrok; Cheon, Myun-Seok; Kim, Seoung Bum Graph structured sparse subset selection. (English) Zbl 07333039 Inf. Sci. 518, 71-94 (2020). MSC: 62H22 62J05 62F07 PDF BibTeX XML Cite \textit{H. Do} et al., Inf. Sci. 518, 71--94 (2020; Zbl 07333039) Full Text: DOI
Li, Hanfang; Liu, Yuan; Luo, Youxi Double penalized quantile regression for the linear mixed effects model. (English) Zbl 07331539 J. Syst. Sci. Complex. 33, No. 6, 2080-2102 (2020). MSC: 62G08 62J05 62P25 PDF BibTeX XML Cite \textit{H. Li} et al., J. Syst. Sci. Complex. 33, No. 6, 2080--2102 (2020; Zbl 07331539) Full Text: DOI
Xu, Jingsi Optimal mean-variance portfolio selection with no-short-selling constraint. (English) Zbl 07323557 Int. J. Theor. Appl. Finance 23, No. 8, Article ID 2050054, 25 p. (2020). MSC: 91G10 PDF BibTeX XML Cite \textit{J. Xu}, Int. J. Theor. Appl. Finance 23, No. 8, Article ID 2050054, 25 p. (2020; Zbl 07323557) Full Text: DOI
Deng, Hang; Zhang, Cun-Hui Isotonic regression in multi-dimensional spaces and graphs. (English) Zbl 07315926 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 07315926) Full Text: DOI Euclid
Yang, Xinming; Narisetty, Naveen N. Consistent group selection with Bayesian high dimensional modeling. (English) Zbl 07307953 Bayesian Anal. 15, No. 3, 909-935 (2020). MSC: 62F07 62F15 62H12 PDF BibTeX XML Cite \textit{X. Yang} and \textit{N. N. Narisetty}, Bayesian Anal. 15, No. 3, 909--935 (2020; Zbl 07307953) Full Text: DOI Euclid
Wang, Zhi-Qiang; Tang, Nian-Sheng Bayesian quantile regression with mixed discrete and nonignorable missing covariates. (English) Zbl 07307941 Bayesian Anal. 15, No. 2, 579-604 (2020). MSC: 62G08 62C10 62H12 62J20 62D10 PDF BibTeX XML Cite \textit{Z.-Q. Wang} and \textit{N.-S. Tang}, Bayesian Anal. 15, No. 2, 579--604 (2020; Zbl 07307941) Full Text: DOI Euclid
Shuler, Kurtis; Sison-Mangus, Marilou; Lee, Juhee Bayesian sparse multivariate regression with asymmetric nonlocal priors for microbiome data analysis. (English) Zbl 07307940 Bayesian Anal. 15, No. 2, 559-578 (2020). MSC: 62P10 62H12 62J05 PDF BibTeX XML Cite \textit{K. Shuler} et al., Bayesian Anal. 15, No. 2, 559--578 (2020; Zbl 07307940) Full Text: DOI Euclid
Villa, Cristiano; Lee, Jeong Eun A loss-based prior for variable selection in linear regression methods. (English) Zbl 07307939 Bayesian Anal. 15, No. 2, 533-558 (2020). MSC: 62J05 62G08 PDF BibTeX XML Cite \textit{C. Villa} and \textit{J. E. Lee}, Bayesian Anal. 15, No. 2, 533--558 (2020; Zbl 07307939) Full Text: DOI Euclid
Gagnon, Philippe; Desgagné, Alain; Bédard, Mylène A new Bayesian approach to robustness against outliers in linear regression. (English) Zbl 07307934 Bayesian Anal. 15, No. 2, 389-414 (2020). MSC: 62J05 62J10 62G32 62G35 60G70 PDF BibTeX XML Cite \textit{P. Gagnon} et al., Bayesian Anal. 15, No. 2, 389--414 (2020; Zbl 07307934) Full Text: DOI Euclid
Chen, Yuansi; Taeb, Armeen; Bühlmann, Peter A look at robustness and stability of \(\ell_1\)-versus \(\ell_0\)-regularization: discussion of papers by Bertsimas et al. and Hastie et al. (English) Zbl 07307191 Stat. Sci. 35, No. 4, 614-622 (2020). MSC: 62 PDF BibTeX XML Cite \textit{Y. Chen} et al., Stat. Sci. 35, No. 4, 614--622 (2020; Zbl 07307191) Full Text: DOI 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: 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
Nicholson, William B.; Wilms, Ines; Bien, Jacob; Matteson, David S. High dimensional forecasting via interpretable vector autoregression. (English) Zbl 07306867 J. Mach. Learn. Res. 21, Paper No. 166, 52 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{W. B. Nicholson} et al., J. Mach. Learn. Res. 21, Paper No. 166, 52 p. (2020; Zbl 07306867) Full Text: Link
Papana, Angeliki; Papana-Dagiasis, Ariadni; Siggiridou, Elsa Shortcomings of transfer entropy and partial transfer entropy: extending them to escape the curse of dimensionality. (English) Zbl 07306782 Int. J. Bifurcation Chaos Appl. Sci. Eng. 30, No. 16, Article ID 2050250, 23 p. (2020). MSC: 62M10 62H30 62P05 91B84 PDF BibTeX XML Cite \textit{A. Papana} et al., Int. J. Bifurcation Chaos Appl. Sci. Eng. 30, No. 16, Article ID 2050250, 23 p. (2020; Zbl 07306782) Full Text: DOI
Zahid, Faisal Maqbool; Faisal, Shahla; Heumann, Christian Variable selection techniques after multiple imputation in high-dimensional data. (English) Zbl 07300197 Stat. Methods Appl. 29, No. 3, 553-580 (2020). MSC: 62J07 62R07 62D10 62F07 PDF BibTeX XML Cite \textit{F. M. Zahid} et al., Stat. Methods Appl. 29, No. 3, 553--580 (2020; Zbl 07300197) Full Text: DOI
Romano, Yaniv; Sesia, Matteo; Candès, Emmanuel Deep knockoffs. (English) Zbl 1452.62710 J. Am. Stat. Assoc. 115, No. 532, 1861-1872 (2020). MSC: 62M45 62D05 62G10 62J15 PDF BibTeX XML Cite \textit{Y. Romano} et al., J. Am. Stat. Assoc. 115, No. 532, 1861--1872 (2020; Zbl 1452.62710) Full Text: DOI
Tian, Ruiqin; Xu, Dengke Variable selection for high-dimensional partially linear regression models with longitudinal missing data. (English) Zbl 07295285 J. Hangzhou Norm. Univ., Nat. Sci. 19, No. 3, 273-281 (2020). MSC: 62G05 62J05 62D10 PDF BibTeX XML Cite \textit{R. Tian} and \textit{D. Xu}, J. Hangzhou Norm. Univ., Nat. Sci. 19, No. 3, 273--281 (2020; Zbl 07295285) Full Text: DOI
Wang, Shuaiwen; Weng, Haolei; Maleki, Arian Which bridge estimator is the best for variable selection? (English) Zbl 07285314 Ann. Stat. 48, No. 5, 2791-2823 (2020). Reviewer: Glauber Márcio Silveira Pereira (Ceará) MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{S. Wang} et al., Ann. Stat. 48, No. 5, 2791--2823 (2020; Zbl 07285314) Full Text: DOI Euclid
Ding, Shanshan; Qian, Wei; Wang, Lan Double-slicing assisted sufficient dimension reduction for high-dimensional censored data. (English) Zbl 1455.62192 Ann. Stat. 48, No. 4, 2132-2154 (2020). MSC: 62N01 62N02 62H20 62J07 62J20 62G07 62G08 62P10 PDF BibTeX XML Cite \textit{S. Ding} et al., Ann. Stat. 48, No. 4, 2132--2154 (2020; Zbl 1455.62192) Full Text: DOI Euclid
Gottard, Anna; Vannucci, Giulia; Marchetti, Giovanni Maria A note on the interpretation of tree-based regression models. (English) Zbl 1448.62166 Biom. J. 62, No. 6, 1564-1573 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{A. Gottard} et al., Biom. J. 62, No. 6, 1564--1573 (2020; Zbl 1448.62166) Full Text: DOI
Zhao, Hui; Wu, Qiwei; Gilbert, Peter B.; Chen, Ying Q.; Sun, Jianguo A regularized estimation approach for case-cohort periodic follow-up studies with an application to HIV vaccine trials. (English) Zbl 1448.62198 Biom. J. 62, No. 5, 1176-1191 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{H. Zhao} et al., Biom. J. 62, No. 5, 1176--1191 (2020; Zbl 1448.62198) Full Text: DOI
Baranowski, Rafal; Chen, Yining; Fryzlewicz, Piotr Ranking-based variable selection for high-dimensional data. (English) Zbl 07274754 Stat. Sin. 30, No. 3, 1485-1516 (2020). Reviewer: Kazuho Watanabe (Toyohashi) MSC: 62F07 62F15 62F40 PDF BibTeX XML Cite \textit{R. Baranowski} et al., Stat. Sin. 30, No. 3, 1485--1516 (2020; Zbl 07274754) Full Text: DOI
Zhang, Jun; Zhu, Junpeng; Zhou, Yan; Cui, Xia; Lu, Tao Multiplicative regression models with distortion measurement errors. (English) Zbl 1452.62258 Stat. Pap. 61, No. 5, 2031-2057 (2020). MSC: 62G05 62G08 62G20 62P10 PDF BibTeX XML Cite \textit{J. Zhang} et al., Stat. Pap. 61, No. 5, 2031--2057 (2020; Zbl 1452.62258) Full Text: DOI
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
Yan, Maobo; Tian, Maozai Variable significance test after selection under various distributions and its application in CEPS data. (Chinese. English summary) Zbl 07267174 J. Syst. Sci. Math. Sci. 40, No. 1, 141-155 (2020). MSC: 62E15 62F05 62F30 62P25 PDF BibTeX XML Cite \textit{M. Yan} and \textit{M. Tian}, J. Syst. Sci. Math. Sci. 40, No. 1, 141--155 (2020; Zbl 07267174)
Xia, Yafeng; Jia, Xinyi A unified variable selection approach for varying coefficient models based modal regression. (Chinese. English summary) Zbl 07266882 J. Lanzhou Univ. Technol. 46, No. 2, 161-165 (2020). MSC: 62G08 65D07 PDF BibTeX XML Cite \textit{Y. Xia} and \textit{X. Jia}, J. Lanzhou Univ. Technol. 46, No. 2, 161--165 (2020; Zbl 07266882)
Linero, Antonio R.; Sinha, Debajyoti; Lipsitz, Stuart R. Semiparametric mixed-scale models using shared Bayesian forests. (English) Zbl 1451.62127 Biometrics 76, No. 1, 131-144 (2020). MSC: 62P10 62G08 62H30 PDF BibTeX XML Cite \textit{A. R. Linero} et al., Biometrics 76, No. 1, 131--144 (2020; Zbl 1451.62127) Full Text: DOI
Narisetty, Naveen Naidu Bayesian model selection for high-dimensional data. (English) Zbl 1444.62036 Rao, Arni Srinivasa (ed.) et al., Principles and methods for data science. Amsterdam: Elsevier/North Holland. Handb. Stat. 43, 207-248 (2020). MSC: 62F15 62H12 PDF BibTeX XML Cite \textit{N. N. Narisetty}, Handb. Stat. 43, 207--248 (2020; Zbl 1444.62036) Full Text: DOI
Mohammed, Shariq; Dey, Dipak K.; Zhang, Yuping Classification of high-dimensional electroencephalography data with location selection using structured spike-and-slab prior. (English) Zbl 07260693 Stat. Anal. Data Min. 13, No. 5, 465-481 (2020). MSC: 62 68 PDF BibTeX XML Cite \textit{S. Mohammed} et al., Stat. Anal. Data Min. 13, No. 5, 465--481 (2020; Zbl 07260693) Full Text: DOI
Wang, Huiwen; Liu, Ruiping; Wang, Shanshan; Wang, Zhichao; Saporta, Gilbert Ultra-high dimensional variable screening via Gram-Schmidt orthogonalization. (English) Zbl 07255806 Comput. Stat. 35, No. 3, 1153-1170 (2020). MSC: 65C60 PDF BibTeX XML Cite \textit{H. Wang} et al., Comput. Stat. 35, No. 3, 1153--1170 (2020; Zbl 07255806) Full Text: DOI
Calhoun, Peter; Hallett, Melodie J.; Su, Xiaogang; Cafri, Guy; Levine, Richard A.; Fan, Juanjuan Random forest with acceptance-rejection trees. (English) Zbl 07255800 Comput. Stat. 35, No. 3, 983-999 (2020). MSC: 65C60 PDF BibTeX XML Cite \textit{P. Calhoun} et al., Comput. Stat. 35, No. 3, 983--999 (2020; Zbl 07255800) Full Text: DOI
Duan, Leo L. Latent simplex position model: high dimensional multi-view clustering with uncertainty quantification. (English) Zbl 07255069 J. Mach. Learn. Res. 21, Paper No. 38, 25 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{L. L. Duan}, J. Mach. Learn. Res. 21, Paper No. 38, 25 p. (2020; Zbl 07255069) Full Text: Link
Zhou, Tingyou; Zhu, Liping; Xu, Chen; Li, Runze Model-free forward screening via cumulative divergence. (English) Zbl 1441.62185 J. Am. Stat. Assoc. 115, No. 531, 1393-1405 (2020). MSC: 62J05 62H12 PDF BibTeX XML Cite \textit{T. Zhou} et al., J. Am. Stat. Assoc. 115, No. 531, 1393--1405 (2020; Zbl 1441.62185) Full Text: DOI
Zhang, Junying; Wang, Hang; Zhang, Riquan; Zhang, Jiajia Sequential feature screening for generalized linear models with sparse ultra-high dimensional data. (English) Zbl 1448.62116 J. Syst. Sci. Complex. 33, No. 2, 510-526 (2020). MSC: 62J12 62J07 62L12 62B10 PDF BibTeX XML Cite \textit{J. Zhang} et al., J. Syst. Sci. Complex. 33, No. 2, 510--526 (2020; Zbl 1448.62116) 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 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
Cao, Xuan; Ding, Lili; Mersha, Tesfaye B. Joint variable selection and network modeling for detecting eQTLs. (English) Zbl 1445.92171 Stat. Appl. Genet. Mol. Biol. 19, No. 1, Article ID 20190032, 15 p. (2020). MSC: 92D10 92C42 62P10 PDF BibTeX XML Cite \textit{X. Cao} et al., Stat. Appl. Genet. Mol. Biol. 19, No. 1, Article ID 20190032, 15 p. (2020; Zbl 1445.92171) Full Text: DOI
Cai, Liqian; Maiti, Tapabrata Variable selection and estimation for high-dimensional spatial autoregressive models. (English) Zbl 1450.62048 Scand. J. Stat. 47, No. 2, 587-607 (2020). MSC: 62H11 62J07 62M10 PDF BibTeX XML Cite \textit{L. Cai} and \textit{T. Maiti}, Scand. J. Stat. 47, No. 2, 587--607 (2020; Zbl 1450.62048) Full Text: DOI
Giordano, Francesco; Lahiri, Soumendra Nath; Parrella, Maria Lucia GRID: a variable selection and structure discovery method for high dimensional nonparametric regression. (English) Zbl 1454.62125 Ann. Stat. 48, No. 3, 1848-1874 (2020). Reviewer: Krzysztof J. Szajowski (Wrocław) MSC: 62G08 62G20 62G10 62H15 PDF BibTeX XML Cite \textit{F. Giordano} et al., Ann. Stat. 48, No. 3, 1848--1874 (2020; Zbl 1454.62125) Full Text: DOI Euclid
Barber, Rina Foygel; Candès, Emmanuel J.; Samworth, Richard J. Robust inference with knockoffs. (English) Zbl 1452.62193 Ann. Stat. 48, No. 3, 1409-1431 (2020). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62F03 62F35 62G10 62G35 PDF BibTeX XML Cite \textit{R. F. Barber} et al., Ann. Stat. 48, No. 3, 1409--1431 (2020; Zbl 1452.62193) Full Text: DOI Euclid
Yu, Weichang; Ormerod, John T.; Stewart, Michael Variational discriminant analysis with variable selection. (English) Zbl 1447.62077 Stat. Comput. 30, No. 4, 933-951 (2020). MSC: 62H30 62F07 62P10 62-08 PDF BibTeX XML Cite \textit{W. Yu} et al., Stat. Comput. 30, No. 4, 933--951 (2020; Zbl 1447.62077) Full Text: DOI
Chen, Yinyin; Culpepper, Steven; Liang, Feng A sparse latent class model for cognitive diagnosis. (English) Zbl 1447.62123 Psychometrika 85, No. 1, 121-153 (2020). MSC: 62P15 62H30 PDF BibTeX XML Cite \textit{Y. Chen} et al., Psychometrika 85, No. 1, 121--153 (2020; Zbl 1447.62123) Full Text: DOI
Ruffieux, Hélène; Davison, Anthony C.; Hager, Jörg; Inshaw, Jamie; Fairfax, Benjamin P.; Richardson, Sylvia; Bottolo, Leonardo A global-local approach for detecting hotspots in multiple-response regression. (English) Zbl 1446.62288 Ann. Appl. Stat. 14, No. 2, 905-928 (2020). MSC: 62P10 62F07 62J15 92D20 PDF BibTeX XML Cite \textit{H. Ruffieux} et al., Ann. Appl. Stat. 14, No. 2, 905--928 (2020; Zbl 1446.62288) Full Text: DOI Euclid
Nikooienejad, Amir; Wang, Wenyi; Johnson, Valen E. Bayesian variable selection for survival data using inverse moment priors. (English) Zbl 1446.62284 Ann. Appl. Stat. 14, No. 2, 809-828 (2020). MSC: 62P10 62N05 62F07 62H20 PDF BibTeX XML Cite \textit{A. Nikooienejad} et al., Ann. Appl. Stat. 14, No. 2, 809--828 (2020; Zbl 1446.62284) Full Text: DOI Euclid
Zhao, Puying; Rao, J. N. K.; Wu, Changbao Empirical likelihood inference with public-use survey data. (English) Zbl 1448.62027 Electron. J. Stat. 14, No. 1, 2484-2509 (2020). Reviewer: T. J. Rao (Visakhapatnam) MSC: 62D05 62G05 62G10 62P25 62P10 PDF BibTeX XML Cite \textit{P. Zhao} et al., Electron. J. Stat. 14, No. 1, 2484--2509 (2020; Zbl 1448.62027) Full Text: DOI Euclid
Mao, Liyue; Chen, Xia Penalized empirical likelihood for partially linear errors-in-variables models. (Chinese. English summary) Zbl 1449.62045 J. Shaanxi Norm. Univ., Nat. Sci. Ed. 48, No. 2, 92-98 (2020). MSC: 62F10 62J12 62J07 PDF BibTeX XML Cite \textit{L. Mao} and \textit{X. Chen}, J. Shaanxi Norm. Univ., Nat. Sci. Ed. 48, No. 2, 92--98 (2020; Zbl 1449.62045) Full Text: DOI
Zhao, Hui; Wu, Qiwei; Li, Gang; Sun, Jianguo Simultaneous estimation and variable selection for interval-censored data with broken adaptive ridge regression. (English) Zbl 1437.62283 J. Am. Stat. Assoc. 115, No. 529, 204-216 (2020). MSC: 62J07 62N02 PDF BibTeX XML Cite \textit{H. Zhao} et al., J. Am. Stat. Assoc. 115, No. 529, 204--216 (2020; Zbl 1437.62283) Full Text: DOI
Novo, Silvia; Aneiros, Germán; Vieu, Philippe Variable selection in semiparametric bi-functional models. (English) Zbl 1444.62164 Aneiros, Germán (ed.) et al., Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23–25, 2021. Cham: Springer. Contrib. Stat., 197-204 (2020). MSC: 62R10 62F07 62P35 62P10 PDF BibTeX XML Cite \textit{S. Novo} et al., in: Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23--25, 2021. Cham: Springer. 197--204 (2020; Zbl 1444.62164) Full Text: DOI
Marbac, Matthieu; Sedki, Mohammed; Patin, Tienne Variable selection for mixed data clustering: application in human population genomics. (English) Zbl 07223592 J. Classif. 37, No. 1, 124-142 (2020). MSC: 62H30 PDF BibTeX XML Cite \textit{M. Marbac} et al., J. Classif. 37, No. 1, 124--142 (2020; Zbl 07223592) Full Text: DOI
Zöller, Daniela; Wockner, Leesa F.; Binder, Harald Automatic variable selection for exposure-driven propensity score matching with unmeasured confounders. (English) Zbl 1436.62670 Biom. J. 62, No. 3, 868-884 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{D. Zöller} et al., Biom. J. 62, No. 3, 868--884 (2020; Zbl 1436.62670) Full Text: DOI
Klau, Simon; Martin-Magniette, Marie-Laure; Boulesteix, Anne-Laure; Hoffmann, Sabine Sampling uncertainty versus method uncertainty: a general framework with applications to omics biomarker selection. (English) Zbl 1436.62582 Biom. J. 62, No. 3, 670-687 (2020). MSC: 62P10 PDF BibTeX XML Cite \textit{S. Klau} et al., Biom. J. 62, No. 3, 670--687 (2020; Zbl 1436.62582) Full Text: DOI
Ahmadzade, Hamed; Gao, Rong; Naderi, Habib; Farahikia, Mehran Partial divergence measure of uncertain random variables and its application. (English) Zbl 1436.60008 Soft Comput. 24, No. 1, 501-512 (2020). MSC: 60A86 94A17 PDF BibTeX XML Cite \textit{H. Ahmadzade} et al., Soft Comput. 24, No. 1, 501--512 (2020; Zbl 1436.60008) Full Text: DOI
Luo, Shan Variable selection in high-dimensional sparse multiresponse linear regression models. (English) Zbl 1443.62201 Stat. Pap. 61, No. 3, 1245-1267 (2020). MSC: 62J05 62H12 62F40 PDF BibTeX XML Cite \textit{S. Luo}, Stat. Pap. 61, No. 3, 1245--1267 (2020; Zbl 1443.62201) 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 PDF BibTeX XML Cite \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 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
Chen, Kedong; Li, William; Wang, Sijian An easy-to-implement hierarchical standardization for variable selection under strong heredity constraint. (English) Zbl 07218573 J. Stat. Theory Pract. 14, No. 3, Paper No. 38, 32 p. (2020). MSC: 65C 62J PDF BibTeX XML Cite \textit{K. Chen} et al., J. Stat. Theory Pract. 14, No. 3, Paper No. 38, 32 p. (2020; Zbl 07218573) Full Text: DOI
Yang, Aijun; Tian, Yuzhu; Li, Yunxian; Lin, Jinguan Sparse Bayesian variable selection in kernel probit model for analyzing high-dimensional data. (English) Zbl 07206121 Comput. Stat. 35, No. 1, 245-258 (2020). MSC: 65C60 PDF BibTeX XML Cite \textit{A. Yang} et al., Comput. Stat. 35, No. 1, 245--258 (2020; Zbl 07206121) Full Text: DOI
Feng, Zhenghui; Lin, Lu; Zhu, Ruoqing; Zhu, Lixing Nonparametric variable selection and its application to additive models. (English) Zbl 07205440 Ann. Inst. Stat. Math. 72, No. 3, 827-854 (2020). MSC: 62G08 62P20 62P25 PDF BibTeX XML Cite \textit{Z. Feng} et al., Ann. Inst. Stat. Math. 72, No. 3, 827--854 (2020; Zbl 07205440) Full Text: DOI
Zhang, Jun; Cui, Xia; Peng, Heng Estimation and hypothesis test for partial linear single-index multiplicative models. (English) Zbl 07205436 Ann. Inst. Stat. Math. 72, No. 3, 699-740 (2020). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62G07 62G10 62J05 62P10 62P25 PDF BibTeX XML Cite \textit{J. Zhang} et al., Ann. Inst. Stat. Math. 72, No. 3, 699--740 (2020; Zbl 07205436) Full Text: DOI
Ma, Tianzhou; Ren, Zhao; Tseng, George C. Variable screening with multiple studies. (English) Zbl 1439.62257 Stat. Sin. 30, No. 2, 925-953 (2020). MSC: 62R07 62J15 62F07 PDF BibTeX XML Cite \textit{T. Ma} et al., Stat. Sin. 30, No. 2, 925--953 (2020; Zbl 1439.62257) Full Text: DOI
Oda, Ryoya; Yanagihara, Hirokazu A fast and consistent variable selection method for high-dimensional multivariate linear regression with a large number of explanatory variables. (English) Zbl 1439.62166 Electron. J. Stat. 14, No. 1, 1386-1412 (2020). MSC: 62J05 62H12 62E20 PDF BibTeX XML Cite \textit{R. Oda} and \textit{H. Yanagihara}, Electron. J. Stat. 14, No. 1, 1386--1412 (2020; Zbl 1439.62166) Full Text: DOI Euclid
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
Li, Qiang; Wang, Liming Robust change point detection method via adaptive LAD-Lasso. (English) Zbl 1437.62177 Stat. Pap. 61, No. 1, 109-121 (2020). MSC: 62G35 62G10 62J07 62P10 92D20 PDF BibTeX XML Cite \textit{Q. Li} and \textit{L. Wang}, Stat. Pap. 61, No. 1, 109--121 (2020; Zbl 1437.62177) Full Text: DOI
Jiang, Hangjin; Fan, Xiaodan A consistent variable screening procedure with family-wise error control. (English) Zbl 07194338 J. Stat. Comput. Simulation 90, No. 7, 1267-1285 (2020). MSC: 62 PDF BibTeX XML Cite \textit{H. Jiang} and \textit{X. Fan}, J. Stat. Comput. Simulation 90, No. 7, 1267--1285 (2020; Zbl 07194338) Full Text: DOI
Kwon, Sookhee; Ha, Il Do; Kim, Jong-Min Penalized variable selection in copula survival models for clustered time-to-event data. (English) Zbl 07194306 J. Stat. Comput. Simulation 90, No. 4, 657-675 (2020). MSC: 62 PDF BibTeX XML Cite \textit{S. Kwon} et al., J. Stat. Comput. Simulation 90, No. 4, 657--675 (2020; Zbl 07194306) Full Text: DOI
Ning, Bo; Jeong, Seonghyun; Ghosal, Subhashis Bayesian linear regression for multivariate responses under group sparsity. (English) Zbl 1437.62262 Bernoulli 26, No. 3, 2353-2382 (2020). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62J05 62H12 62F15 62F07 PDF BibTeX XML Cite \textit{B. Ning} et al., Bernoulli 26, No. 3, 2353--2382 (2020; Zbl 1437.62262) Full Text: DOI Euclid
Wu, Ho-Hsiang; Ferreira, Marco A. R.; Elkhouly, Mohamed; Ji, Tieming Hyper nonlocal priors for variable selection in generalized linear models. (English) Zbl 1439.62091 Sankhyā, Ser. A 82, No. 1, 147-185 (2020). Reviewer: Oscar Bustos (Córdoba) MSC: 62F15 62F07 62J12 62P10 PDF BibTeX XML Cite \textit{H.-H. Wu} et al., Sankhyā, Ser. A 82, No. 1, 147--185 (2020; Zbl 1439.62091) Full Text: DOI
Sun, Hongwei; Cui, Yuehua; Gao, Qian; Wang, Tong Trimmed LASSO regression estimator for binary response data. (English) Zbl 1436.62344 Stat. Probab. Lett. 159, Article ID 108679, 7 p. (2020). MSC: 62J07 62J12 62G35 PDF BibTeX XML Cite \textit{H. Sun} et al., Stat. Probab. Lett. 159, Article ID 108679, 7 p. (2020; Zbl 1436.62344) Full Text: DOI
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
Ortner, Irene; Filzmoser, Peter; Croux, Christophe Robust and sparse multigroup classification by the optimal scoring approach. (English) Zbl 1433.68372 Data Min. Knowl. Discov. 34, No. 3, 723-741 (2020). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{I. Ortner} et al., Data Min. Knowl. Discov. 34, No. 3, 723--741 (2020; Zbl 1433.68372) Full Text: DOI
Chakraborty, Antik; Bhattacharya, Anirban; Mallick, Bani K. Bayesian sparse multiple regression for simultaneous rank reduction and variable selection. (English) Zbl 1435.62377 Biometrika 107, No. 1, 205-221 (2020). MSC: 62P10 62F07 62J15 PDF BibTeX XML Cite \textit{A. Chakraborty} et al., Biometrika 107, No. 1, 205--221 (2020; Zbl 1435.62377) Full Text: DOI
Zheng, Chaowen; Wu, Yichao Tuning parameter selection for penalised empirical likelihood with a diverging number of parameters. (English) Zbl 1435.62447 J. Nonparametric Stat. 32, No. 1, 246-261 (2020). MSC: 62R07 62B10 62-08 62H12 PDF BibTeX XML Cite \textit{C. Zheng} and \textit{Y. Wu}, J. Nonparametric Stat. 32, No. 1, 246--261 (2020; Zbl 1435.62447) Full Text: DOI
Fang, Yixin; Xu, Jinfeng Joint variable screening in accelerated failure time models. (English) Zbl 1444.62118 Stat. Sin. 30, No. 1, 467-485 (2020). MSC: 62N05 62M10 62H20 PDF BibTeX XML Cite \textit{Y. Fang} and \textit{J. Xu}, Stat. Sin. 30, No. 1, 467--485 (2020; Zbl 1444.62118) Full Text: DOI
He, Di; Zhou, Yong; Zou, Hui High-dimensional variable selection with right-censored length-biased data. (English) Zbl 1444.62115 Stat. Sin. 30, No. 1, 193-215 (2020). MSC: 62N01 62M10 62P25 PDF BibTeX XML Cite \textit{D. He} et al., Stat. Sin. 30, No. 1, 193--215 (2020; Zbl 1444.62115) Full Text: DOI
Zhong, Wei; Duan, Sunpeng; Zhu, Liping Forward additive regression for ultrahigh-dimensional nonparametric additive models. (English) Zbl 1444.62058 Stat. Sin. 30, No. 1, 175-192 (2020). MSC: 62G08 62J05 62R07 62P10 92D10 PDF BibTeX XML Cite \textit{W. Zhong} et al., Stat. Sin. 30, No. 1, 175--192 (2020; Zbl 1444.62058) Full Text: DOI
Wei, Ran; Reich, Brian J.; Hoppin, Jane A.; Ghosal, Subhashis Sparse Bayesian additive nonparametric regression with application to health effects of pesticides mixtures. (English) Zbl 1444.62055 Stat. Sin. 30, No. 1, 55-79 (2020). MSC: 62G08 62P10 62P12 92C60 PDF BibTeX XML Cite \textit{R. Wei} et al., Stat. Sin. 30, No. 1, 55--79 (2020; Zbl 1444.62055) Full Text: DOI
Wei, Ran; Ghosal, Subhashis Contraction properties of shrinkage priors in logistic regression. (English) Zbl 1437.62296 J. Stat. Plann. Inference 207, 215-229 (2020). MSC: 62J12 62F15 62J07 PDF BibTeX XML Cite \textit{R. Wei} and \textit{S. Ghosal}, J. Stat. Plann. Inference 207, 215--229 (2020; Zbl 1437.62296) Full Text: DOI
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
Detmer, Felicitas J.; Cebral, Juan; Slawski, Martin A note on coding and standardization of categorical variables in (sparse) group Lasso regression. (English) Zbl 1437.62276 J. Stat. Plann. Inference 206, 1-11 (2020). MSC: 62J07 62G08 PDF BibTeX XML Cite \textit{F. J. Detmer} et al., J. Stat. Plann. Inference 206, 1--11 (2020; Zbl 1437.62276) Full Text: DOI
Wang, Fan; Mukherjee, Sach; Richardson, Sylvia; Hill, Steven M. High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking. (English) Zbl 1437.62151 Stat. Comput. 30, No. 3, 697-719 (2020). MSC: 62G08 62J05 62J07 62-08 PDF BibTeX XML Cite \textit{F. Wang} et al., Stat. Comput. 30, No. 3, 697--719 (2020; Zbl 1437.62151) Full Text: DOI
Cheng, Yafeng; Shi, Jian Qing; Eyre, Janet Nonlinear mixed-effects scalar-on-function models and variable selection. (English) Zbl 1436.62132 Stat. Comput. 30, No. 1, 129-140 (2020). MSC: 62G08 62J05 60G15 62H20 62R10 PDF BibTeX XML Cite \textit{Y. Cheng} et al., Stat. Comput. 30, No. 1, 129--140 (2020; Zbl 1436.62132) Full Text: DOI
Parusiński, Adam; Rainer, Armin Selections of bounded variation for roots of smooth polynomials. (English) Zbl 1445.26014 Sel. Math., New Ser. 26, No. 1, Paper No. 13, 40 p. (2020). Reviewer: József Sándor (Cluj-Napoca) MSC: 26C10 26A46 26B30 26D10 26D15 30C15 46E35 PDF BibTeX XML Cite \textit{A. Parusiński} and \textit{A. Rainer}, Sel. Math., New Ser. 26, No. 1, Paper No. 13, 40 p. (2020; Zbl 1445.26014) 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 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
Oda, Ryoya; Suzuki, Yuya; Yanagihara, Hirokazu; Fujikoshi, Yasunori A consistent variable selection method in high-dimensional canonical discriminant analysis. (English) Zbl 1435.62240 J. Multivariate Anal. 175, Article ID 104561, 13 p. (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H30 62E20 62P30 PDF BibTeX XML Cite \textit{R. Oda} et al., J. Multivariate Anal. 175, Article ID 104561, 13 p. (2020; Zbl 1435.62240) Full Text: DOI
Zhang, Ting; Wang, Lei Smoothed empirical likelihood inference and variable selection for quantile regression with nonignorable missing response. (English) Zbl 07160700 Comput. Stat. Data Anal. 144, Article ID 106888, 27 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{T. Zhang} and \textit{L. Wang}, Comput. Stat. Data Anal. 144, Article ID 106888, 27 p. (2020; Zbl 07160700) Full Text: DOI
Posch, Konstantin; Arbeiter, Maximilian; Pilz, Juergen A novel Bayesian approach for variable selection in linear regression models. (English) Zbl 07160693 Comput. Stat. Data Anal. 144, Article ID 106881, 24 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{K. Posch} et al., Comput. Stat. Data Anal. 144, Article ID 106881, 24 p. (2020; Zbl 07160693) Full Text: DOI
Sherwood, Ben; Molstad, Aaron J.; Singha, Sumanta Asymptotic properties of concave \(L_1\)-norm group penalties. (English) Zbl 07153441 Stat. Probab. Lett. 157, Article ID 108631, 5 p. (2020). MSC: 62G08 62J07 PDF BibTeX XML Cite \textit{B. Sherwood} et al., Stat. Probab. Lett. 157, Article ID 108631, 5 p. (2020; Zbl 07153441) Full Text: DOI
Peyrache, Antonio; Rose, Christiern; Sicilia, Gabriela Variable selection in data envelopment analysis. (English) Zbl 1430.90346 Eur. J. Oper. Res. 282, No. 2, 644-659 (2020). MSC: 90B50 90C08 PDF BibTeX XML Cite \textit{A. Peyrache} et al., Eur. J. Oper. Res. 282, No. 2, 644--659 (2020; Zbl 1430.90346) Full Text: DOI
Zwanzig, Silvelyn; Mahjani, Behrang Computer intensive methods in statistics. (English) Zbl 1436.62010 Boca Raton, FL: CRC Press (ISBN 978-0-367-19425-3/hbk; 978-0-367-19423-9/pbk; 978-0-429-20232-2/ebook). xiii, 212 p. (2020). Reviewer: Hans-Jürgen Schmidt (Potsdam) MSC: 62-02 62M05 65C05 62G08 62-08 65C10 PDF BibTeX XML Cite \textit{S. Zwanzig} and \textit{B. Mahjani}, Computer intensive methods in statistics. Boca Raton, FL: CRC Press (2020; Zbl 1436.62010) Full Text: DOI
Huang, Chendi; Sun, Xinwei; Xiong, Jiechao; Yao, Yuan Boosting with structural sparsity: a differential inclusion approach. (English) Zbl 07140127 Appl. Comput. Harmon. Anal. 48, No. 1, 1-45 (2020). MSC: 68 62 PDF BibTeX XML Cite \textit{C. Huang} et al., Appl. Comput. Harmon. Anal. 48, No. 1, 1--45 (2020; Zbl 07140127) Full Text: DOI
Fouskakis, Dimitris; Ntzoufras, Ioannis; Perrakis, Konstantinos Variations of power-expected-posterior priors in normal regression models. (English) Zbl 07135550 Comput. Stat. Data Anal. 143, Article ID 106836, 26 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{D. Fouskakis} et al., Comput. Stat. Data Anal. 143, Article ID 106836, 26 p. (2020; Zbl 07135550) Full Text: DOI
Yu, Weichang; Azizi, Lamiae; Ormerod, John T. Variational nonparametric discriminant analysis. (English) Zbl 07135532 Comput. Stat. Data Anal. 142, Article ID 106817, 16 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{W. Yu} et al., Comput. Stat. Data Anal. 142, Article ID 106817, 16 p. (2020; Zbl 07135532) Full Text: DOI
Baragatti, Meili; Bertin, Karine; Lebarbier, Emilie; Meza, Cristian A Bayesian approach for the segmentation of series with a functional effect. (English) Zbl 07289531 Stat. Model. 19, No. 2, 194-220 (2019). MSC: 62 PDF BibTeX XML Cite \textit{M. Baragatti} et al., Stat. Model. 19, No. 2, 194--220 (2019; Zbl 07289531) Full Text: DOI
Jiratchayut, Kanyalin; Bumrungsup, Chinnaphong Penalized linear regression methods where the predictors have grouping effect. (English) Zbl 1446.62199 Thail. Stat. 17, No. 2, 212-222 (2019). MSC: 62J05 62F10 PDF BibTeX XML Cite \textit{K. Jiratchayut} and \textit{C. Bumrungsup}, Thail. Stat. 17, No. 2, 212--222 (2019; Zbl 1446.62199)
Liu, Yanyan; Wang, Rui; Zhao, Yan; Zou, Jun Genomic selection method considering gene-to-gene interactions. (Chinese. English summary) Zbl 07266328 Acta Math. Appl. Sin. 42, No. 5, 684-700 (2019). MSC: 62P10 62N01 92D20 PDF BibTeX XML Cite \textit{Y. Liu} et al., Acta Math. Appl. Sin. 42, No. 5, 684--700 (2019; Zbl 07266328)
Gao, Bin; Liu, Xu; Li, Hongzhe; Cui, Yuehua Integrative analysis of genetical genomics data incorporating network structures. (English) Zbl 1448.62162 Biometrics 75, No. 4, 1063-1075 (2019). MSC: 62P10 62J07 62M45 92D20 PDF BibTeX XML Cite \textit{B. Gao} et al., Biometrics 75, No. 4, 1063--1075 (2019; Zbl 1448.62162) Full Text: DOI
Crook, Oliver M.; Gatto, Laurent; Kirk, Paul D. W. Fast approximate inference for variable selection in Dirichlet process mixtures, with an application to pan-cancer proteomics. (English) Zbl 1445.92105 Stat. Appl. Genet. Mol. Biol. 18, No. 6, Article ID 20180065, 20 p. (2019). MSC: 92C40 62P10 62H30 PDF BibTeX XML Cite \textit{O. M. Crook} et al., Stat. Appl. Genet. Mol. Biol. 18, No. 6, Article ID 20180065, 20 p. (2019; Zbl 1445.92105) Full Text: DOI