Qi, Zhengling; Pang, Jong-Shi; Liu, Yufeng On robustness of individualized decision rules. (English) Zbl 07751834 J. Am. Stat. Assoc. 118, No. 543, 2143-2157 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Qi} et al., J. Am. Stat. Assoc. 118, No. 543, 2143--2157 (2023; Zbl 07751834) Full Text: DOI arXiv
Fan, Yiwei; Lu, Xiaoling; Liu, Yufeng; Zhao, Junlong Angle-based hierarchical classification using exact label embedding. (English) Zbl 1507.62261 J. Am. Stat. Assoc. 117, No. 538, 704-717 (2022). MSC: 62H30 68T05 62R07 62-08 PDFBibTeX XMLCite \textit{Y. Fan} et al., J. Am. Stat. Assoc. 117, No. 538, 704--717 (2022; Zbl 1507.62261) Full Text: DOI arXiv
Liu, Jianyu; Wang, Haodong; Sun, Wei; Liu, Yufeng Prioritizing autism risk genes using personalized graphical models estimated from single-cell RNA-seq data. (English) Zbl 1506.62444 J. Am. Stat. Assoc. 117, No. 537, 38-51 (2022). MSC: 62P10 62H22 PDFBibTeX XMLCite \textit{J. Liu} et al., J. Am. Stat. Assoc. 117, No. 537, 38--51 (2022; Zbl 1506.62444) Full Text: DOI
Rashid, Naim U.; Luckett, Daniel J.; Chen, Jingxiang; Lawson, Michael T.; Wang, Longshaokan; Zhang, Yunshu; Laber, Eric B.; Liu, Yufeng; Yeh, Jen Jen; Zeng, Donglin; Kosorok, Michael R. High-dimensional precision medicine from patient-derived xenografts. (English) Zbl 1510.62451 J. Am. Stat. Assoc. 116, No. 535, 1140-1154 (2021). MSC: 62P10 68T07 PDFBibTeX XMLCite \textit{N. U. Rashid} et al., J. Am. Stat. Assoc. 116, No. 535, 1140--1154 (2021; Zbl 1510.62451) Full Text: DOI arXiv
Mo, Weibin; Qi, Zhengling; Liu, Yufeng Rejoinder to: “Learning optimal distributionally robust individualized treatment rules”. (English) Zbl 1464.62468 J. Am. Stat. Assoc. 116, No. 534, 699-707 (2021). MSC: 62P10 62D20 PDFBibTeX XMLCite \textit{W. Mo} et al., J. Am. Stat. Assoc. 116, No. 534, 699--707 (2021; Zbl 1464.62468) Full Text: DOI arXiv
Mo, Weibin; Qi, Zhengling; Liu, Yufeng Learning optimal distributionally robust individualized treatment rules. (English) Zbl 1464.62467 J. Am. Stat. Assoc. 116, No. 534, 659-674 (2021). MSC: 62P10 62D20 PDFBibTeX XMLCite \textit{W. Mo} et al., J. Am. Stat. Assoc. 116, No. 534, 659--674 (2021; Zbl 1464.62467) Full Text: DOI arXiv
Yu, Guan; Yin, Liang; Lu, Shu; Liu, Yufeng Confidence intervals for sparse penalized regression with random designs. (English) Zbl 1445.62181 J. Am. Stat. Assoc. 115, No. 530, 794-809 (2020). MSC: 62J05 62F25 62J07 PDFBibTeX XMLCite \textit{G. Yu} et al., J. Am. Stat. Assoc. 115, No. 530, 794--809 (2020; Zbl 1445.62181) Full Text: DOI Link
Qi, Zhengling; Liu, Dacheng; Fu, Haoda; Liu, Yufeng Multi-armed angle-based direct learning for estimating optimal individualized treatment rules with various outcomes. (English) Zbl 1445.62286 J. Am. Stat. Assoc. 115, No. 530, 678-691 (2020). MSC: 62P10 62C25 62J02 PDFBibTeX XMLCite \textit{Z. Qi} et al., J. Am. Stat. Assoc. 115, No. 530, 678--691 (2020; Zbl 1445.62286) Full Text: DOI Link
Yu, Guan; Li, Quefeng; Shen, Dinggang; Liu, Yufeng Optimal sparse linear prediction for block-missing multi-modality data without imputation. (English) Zbl 1441.62190 J. Am. Stat. Assoc. 115, No. 531, 1406-1419 (2020). MSC: 62J07 PDFBibTeX XMLCite \textit{G. Yu} et al., J. Am. Stat. Assoc. 115, No. 531, 1406--1419 (2020; Zbl 1441.62190) Full Text: DOI Link
Sun, Qiang; Zhu, Hongtu; Liu, Yufeng; Ibrahim, Joseph G.; The Alzheimer’s Disease Neuroimaging Initiative SPReM: sparse projection regression model for high-dimensional linear regression. (English) Zbl 1373.62359 J. Am. Stat. Assoc. 110, No. 509, 289-302 (2015). MSC: 62J05 62H12 62H15 PDFBibTeX XMLCite \textit{Q. Sun} et al., J. Am. Stat. Assoc. 110, No. 509, 289--302 (2015; Zbl 1373.62359) Full Text: DOI Link
Liu, Yufeng Book review of: G. James et al., An introduction to statistical learning. With applications in R. (English) Zbl 1368.00013 J. Am. Stat. Assoc. 109, No. 508, 1713-1714 (2014). MSC: 00A17 62H30 62-04 62J12 62H25 62-01 68T05 PDFBibTeX XMLCite \textit{Y. Liu}, J. Am. Stat. Assoc. 109, No. 508, 1713--1714 (2014; Zbl 1368.00013) Full Text: DOI
Liu, Yufeng; Zhang, Hao Helen; Wu, Yichao Hard or soft classification? Large-margin unified machines. (English) Zbl 1396.62144 J. Am. Stat. Assoc. 106, No. 493, 166-177 (2011). MSC: 62H30 PDFBibTeX XMLCite \textit{Y. Liu} et al., J. Am. Stat. Assoc. 106, No. 493, 166--177 (2011; Zbl 1396.62144) Full Text: DOI Link
Zhang, Hao Helen; Cheng, Guang; Liu, Yufeng Linear or nonlinear? Automatic structure discovery for partially linear models. (English) Zbl 1229.62051 J. Am. Stat. Assoc. 106, No. 495, 1099-1112 (2011). MSC: 62G08 62J05 65C60 62J02 PDFBibTeX XMLCite \textit{H. H. Zhang} et al., J. Am. Stat. Assoc. 106, No. 495, 1099--1112 (2011; Zbl 1229.62051) Full Text: DOI DOI Link
Wu, Yichao; Zhang, Hao Helen; Liu, Yufeng Robust model-free multiclass probability estimation. (English) Zbl 1397.62236 J. Am. Stat. Assoc. 105, No. 489, 424-436 (2010). MSC: 62H30 68T10 PDFBibTeX XMLCite \textit{Y. Wu} et al., J. Am. Stat. Assoc. 105, No. 489, 424--436 (2010; Zbl 1397.62236) Full Text: DOI Link
Qiao, Xingye; Zhang, Hao Helen; Liu, Yufeng; Todd, Michael J.; Marron, J. S. Weighted distance weighted discrimination and its asymptotic properties. (English) Zbl 1397.62227 J. Am. Stat. Assoc. 105, No. 489, 401-414 (2010). MSC: 62H30 PDFBibTeX XMLCite \textit{X. Qiao} et al., J. Am. Stat. Assoc. 105, No. 489, 401--414 (2010; Zbl 1397.62227) Full Text: DOI Link
Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S. Statistical significance of clustering for high-dimension, low-sample size data. (English) Zbl 1205.62079 J. Am. Stat. Assoc. 103, No. 483, 1281-1293 (2008). MSC: 62H30 PDFBibTeX XMLCite \textit{Y. Liu} et al., J. Am. Stat. Assoc. 103, No. 483, 1281--1293 (2008; Zbl 1205.62079) Full Text: DOI
Wu, Yichao; Liu, Yufeng Robust truncated hinge loss support vector machines. (English) Zbl 1469.62293 J. Am. Stat. Assoc. 102, No. 479, 974-983 (2007). MSC: 62H30 68T05 PDFBibTeX XMLCite \textit{Y. Wu} and \textit{Y. Liu}, J. Am. Stat. Assoc. 102, No. 479, 974--983 (2007; Zbl 1469.62293) Full Text: DOI
Li, Youjuan; Liu, Yufeng; Zhu, Ji Quantile regression in reproducing kernel Hilbert spaces. (English) Zbl 1284.62405 J. Am. Stat. Assoc. 102, No. 477, 255-268 (2007). MSC: 62J02 62G30 PDFBibTeX XMLCite \textit{Y. Li} et al., J. Am. Stat. Assoc. 102, No. 477, 255--268 (2007; Zbl 1284.62405) Full Text: DOI