Yichao Wu
Yichao Wu
Professor of Statistics, The University of Illinois at Chicago
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα uic.edu - Αρχική σελίδα
Παρατίθεται από
Παρατίθεται από
Ultrahigh dimensional feature selection: beyond the linear model
J Fan, R Samworth, Y Wu
The Journal of Machine Learning Research 10, 2013-2038, 2009
Variable selection in quantile regression
Y Wu, Y Liu
Statistica Sinica, 801-817, 2009
Network exploration via the adaptive LASSO and SCAD penalties
J Fan, Y Feng, Y Wu
The annals of applied statistics 3 (2), 521, 2009
Robust truncated hinge loss support vector machines
Y Wu, Y Liu
Journal of the American Statistical Association 102 (479), 974-983, 2007
Quantile regression for analyzing heterogeneity in ultra-high dimension
L Wang, Y Wu, R Li
Journal of the American Statistical Association 107 (497), 214-222, 2012
High-dimensional variable selection for Cox’s proportional hazards model
J Fan, Y Feng, Y Wu
Borrowing strength: Theory powering applications–a Festschrift for Lawrence …, 2010
Variable selection for the multicategory SVM via adaptive sup-norm regularization
HH Zhang, Y Liu, Y Wu, J Zhu
Electronic Journal of Statistics 2, 149-167, 2008
The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models
M Consortium
Nature Biotechnology 28 (8), 827-838, 2010
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
Variable Selection via A Combination of the L0 and L1 Penalties
Y Liu, Y Wu
Journal of Computational and Graphical Statistics 16 (4), 782-798, 2007
Azithromycin treatment alters gene expression in inflammatory, lipid metabolism, and cell cycle pathways in well-differentiated human airway epithelia
C Ribeiro, H Hurd, ...
PLoS ONE 4 (6), 2009
Semiparametric estimation of covariance matrixes for longitudinal data
J Fan, Y Wu
Journal of the American Statistical Association 103 (484), 1520-1533, 2008
Stepwise multiple quantile regression estimation using non-crossing constraints
Y Liu, Y Wu
Statistics and its Interface 2 (3), 299-310, 2009
Marginal empirical likelihood and sure independence feature screening
J Chang, CY Tang, Y Wu
Annals of statistics 41 (4), 2013
Homogeneity pursuit
ZT Ke, J Fan, Y Wu
Journal of the American Statistical Association 110 (509), 175-194, 2015
Continuously additive models for nonlinear functional regression
HG Müller, Y Wu, F Yao
Biometrika 100 (3), 607-622, 2013
Varying-coefficient functional linear regression
Y Wu, J Fan, HG Müller
Bernoulli 16 (3), 730-758, 2010
Simultaneous multiple non-crossing quantile regression estimation using kernel constraints
Y Liu, Y Wu
Journal of nonparametric statistics 23 (2), 415-437, 2011
Elastic net for Cox’s proportional hazards model with a solution path algorithm
Y Wu
Statistica Sinica 22, 27, 2012
Variable selection for support vector machines in moderately high dimensions
X Zhang, Y Wu, L Wang, R Li
Journal of the Royal Statistical Society. Series B, Statistical methodology …, 2016
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