| Comprehensive genomic characterization of squamous cell lung cancers Cancer Genome Atlas Research Network Nature 489 (7417), 519, 2012 | 4058 | 2012 |
| Comprehensive genomic characterization of head and neck squamous cell carcinomas Cancer Genome Atlas Network Nature 517 (7536), 576, 2015 | 3834 | 2015 |
| Variable selection in quantile regression Y Wu, Y Liu Statistica Sinica, 801-817, 2009 | 601 | 2009 |
| Mutations in isocitrate dehydrogenase 1 and 2 occur frequently in intrahepatic cholangiocarcinomas and share hypermethylation targets with glioblastomas P Wang, Q Dong, C Zhang, PF Kuan, Y Liu, WR Jeck, JB Andersen, ... Oncogene 32 (25), 3091, 2013 | 497 | 2013 |
| Robust truncated hinge loss support vector machines Y Wu, Y Liu Journal of the American Statistical Association 102 (479), 974-983, 2007 | 472 | 2007 |
| Statistical significance of clustering for high-dimension, low–sample size data Y Liu, DN Hayes, A Nobel, JS Marron Journal of the American Statistical Association 103 (483), 1281-1293, 2008 | 356 | 2008 |
| Lung squamous cell carcinoma mRNA expression subtypes are reproducible, clinically-important and correspond to different normal cell types MD Wilkerson, X Yin, KA Hoadley, Y Liu, MC Hayward, CR Cabanski, ... Clinical cancer research, clincanres. 0199.2010, 2010 | 339* | 2010 |
| Statistical significance for hierarchical clustering PK Kimes, Y Liu, D Neil Hayes, JS Marron Biometrics 73 (3), 811-821, 2017 | 268 | 2017 |
| Quantile regression in reproducing kernel Hilbert spaces Y Li, Y Liu, J Zhu Journal of the American Statistical Association 102 (477), 255-268, 2007 | 259 | 2007 |
| Building prognostic models for breast cancer patients using clinical variables and hundreds of gene expression signatures C Fan, A Prat, JS Parker, Y Liu, LA Carey, MA Troester, CM Perou BMC medical genomics 4 (1), 3, 2011 | 216 | 2011 |
| Linear or nonlinear? Automatic structure discovery for partially linear models HH Zhang, G Cheng, Y Liu Journal of the American Statistical Association 106 (495), 1099-1112, 2011 | 206 | 2011 |
| DiffSplice: the genome-wide detection of differential splicing events with RNA-seq Y Hu, Y Huang, Y Du, CF Orellana, D Singh, AR Johnson, A Monroy, ... Nucleic acids research 41 (2), e39-e39, 2012 | 198 | 2012 |
| Multicategory ψ-Learning Y Liu, X Shen Journal of the American Statistical Association 101 (474), 500-509, 2006 | 191 | 2006 |
| Hard or soft classification? Large-margin unified machines Y Liu, HH Zhang, Y Wu Journal of the American Statistical Association 106 (493), 166-177, 2011 | 160 | 2011 |
| Simultaneous multiple response regression and inverse covariance matrix estimation via penalized Gaussian maximum likelihood W Lee, Y Liu Journal of multivariate analysis 111, 241-255, 2012 | 151 | 2012 |
| Multicategory ψ-learning and support vector machine: computational tools Y Liu, X Shen, H Doss Journal of Computational and Graphical Statistics 14 (1), 219-236, 2005 | 142 | 2005 |
| Probability estimation with machine learning methods for dichotomous and multicategory outcome: Theory J Kruppa, Y Liu, G Biau, M Kohler, IR König, JD Malley, A Ziegler Biometrical Journal 56 (4), 534-563, 2014 | 131 | 2014 |
| Stepwise multiple quantile regression estimation using non-crossing constraints Y Liu, Y Wu Statistics and its Interface 2 (3), 299-310, 2009 | 129 | 2009 |
| Weighted distance weighted discrimination and its asymptotic properties X Qiao, HH Zhang, Y Liu, MJ Todd, JS Marron Journal of the American Statistical Association 105 (489), 401-414, 2010 | 125 | 2010 |
| Fisher consistency of multicategory support vector machines Y Liu Artificial Intelligence and Statistics, 291-298, 2007 | 124 | 2007 |
J. S. MarronUniversity of North CarolinaVerified email at unc.edu
