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Staerk, Christian; Kateri, Maria; Ntzoufras, Ioannis High-dimensional variable selection via low-dimensional adaptive learning. (English) Zbl 1471.62557 Electron. J. Stat. 15, No. 1, 830-879 (2021). MSC: 62R07 62B10 62F07 68T05 PDFBibTeX XMLCite \textit{C. Staerk} et al., Electron. J. Stat. 15, No. 1, 830--879 (2021; Zbl 1471.62557) Full Text: DOI arXiv
Yang, Yang; Zhao, Jiwei; Wilding, Gregory; Kluczynski, Melissa; Bisson, Leslie Stability enhanced variable selection for a semiparametric model with flexible missingness mechanism and its application to the ChAMP study. (English) Zbl 1521.62531 J. Appl. Stat. 47, No. 5, 827-843 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Yang} et al., J. Appl. Stat. 47, No. 5, 827--843 (2020; Zbl 1521.62531) Full Text: DOI Link
Zhang, Chunxia; Wu, Yilei; Zhu, Mu Pruning variable selection ensembles. (English) Zbl 07260628 Stat. Anal. Data Min. 12, No. 3, 168-184 (2019). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{C. Zhang} et al., Stat. Anal. Data Min. 12, No. 3, 168--184 (2019; Zbl 07260628) Full Text: DOI arXiv
Beinrucker, Andre; Dogan, Ürün; Blanchard, Gilles Extensions of stability selection using subsamples of observations and covariates. (English) Zbl 1505.62061 Stat. Comput. 26, No. 5, 1059-1077 (2016). MSC: 62-08 62G08 62H30 68T05 PDFBibTeX XMLCite \textit{A. Beinrucker} et al., Stat. Comput. 26, No. 5, 1059--1077 (2016; Zbl 1505.62061) Full Text: DOI arXiv
Perthame, Émeline; Friguet, Chloé; Causeur, David Stability of feature selection in classification issues for high-dimensional correlated data. (English) Zbl 1505.62317 Stat. Comput. 26, No. 4, 783-796 (2016). MSC: 62-08 62H30 62P10 92D10 PDFBibTeX XMLCite \textit{É. Perthame} et al., Stat. Comput. 26, No. 4, 783--796 (2016; Zbl 1505.62317) Full Text: DOI
Fellinghauer, Bernd; Bühlmann, Peter; Ryffel, Martin; von Rhein, Michael; Reinhardt, Jan D. Stable graphical model estimation with random forests for discrete, continuous, and mixed variables. (English) Zbl 1468.62053 Comput. Stat. Data Anal. 64, 132-152 (2013). MSC: 62-08 62H22 62P10 PDFBibTeX XMLCite \textit{B. Fellinghauer} et al., Comput. Stat. Data Anal. 64, 132--152 (2013; Zbl 1468.62053) Full Text: DOI arXiv