Qiang Sun
Cited by
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Adaptive Huber regression
Q Sun, W Zhou, J Fan
Journal of the American Statistical Association. 115 (529), 254-265, 2020
Transplantation of microbiota from drug-free patients with schizophrenia causes schizophrenia-like abnormal behaviors and dysregulated kynurenine metabolism in mice
F Zhu, R Guo, W Wang, Y Ju, Q Wang, Q Ma, Q Sun, Y Fan, Y Xie, Z Yang, ...
Molecular psychiatry 25 (11), 2905-2918, 2020
Metagenome-wide association of gut microbiome features for schizophrenia
F Zhu, Y Ju, W Wang, Q Wang, R Guo, Q Ma, Q Sun, Y Fan, Y Xie, Z Yang, ...
Nature communications 11 (1), 1-10, 2020
I-LAMM for sparse learning: Simultaneous control of algorithmic complexity and statistical error
J Fan, H Liu, Q Sun, T Zhang
The Annals of Statistics 46 (2), 814-841, 2018
Principal component analysis for big data
J Fan, Q Sun, WX Zhou, Z Zhu
Wiley StatsRef: Statistics Reference Online, 1-13, 2018
FarmTest: Factor-adjusted robust multiple testing with approximate false discovery control
J Fan, Y Ke, Q Sun, WX Zhou
Journal of the American Statistical Association, 2019
Hoeffding's Inequality for General Markov Chains and Its Applications to Statistical Learning
J Fan, B Jiang, Q Sun
Journal of Machine Learning Research 22 (139), 1-35, 2021
Compositional and functional features of the female premenopausal and postmenopausal gut microbiota
H Zhao, J Chen, X Li, Q Sun, P Qin, Q Wang
FEBS letters 593 (18), 2655-2664, 2019
User-friendly covariance estimation for heavy-tailed distributions
Y Ke, S Minsker, Z Ren, Q Sun, WX Zhou
Statistical Science 34 (3), 454-471, 2019
Statistical sparse online regression: A diffusion approximation perspective
J Fan, W Gong, CJ Li, Q Sun
International Conference on Artificial Intelligence and Statistics, 1017-1026, 2018
SPReM: Sparse projection regression model for high-dimensional linear regression
Q Sun, H Zhu, Y Liu, JG Ibrahim
Journal of the American Statistical Association 110 (509), 289-302, 2015
Bernstein's inequality for general Markov chains
B Jiang, Q Sun, J Fan
arXiv preprint arXiv:1805.10721, 2018
Up-regulation of mRNA ventricular PRNP prion protein gene expression in air pollution highly exposed young urbanites: endoplasmic reticulum stress, glucose regulated protein 78
R Villarreal-Calderon, M Franco-Lira, A González-Maciel, ...
International Journal of Molecular Sciences 14 (12), 23471-23491, 2013
Graphical nonconvex optimization via an adaptive convex relaxation
Q Sun, KM Tan, H Liu, T Zhang
International Conference on Machine Learning, 4810-4817, 2018
Updating exposure models of indoor air pollution due to vapor intrusion: Bayesian calibration of the Johnson-Ettinger model
JE Johnston, Q Sun, JMD Gibson
Environmental Science & Technology 48 (4), 2130-2138, 2014
Counting process-based dimension reduction methods for censored outcomes
Q Sun, R Zhu, T Wang, D Zeng
Biometrika 106 (1), 181-196, 2019
An analysis of classical multidimensional scaling
A Little, Y Xie, Q Sun
arXiv preprint arXiv:1812.11954, 2018
Robust sparse reduced rank regression in high dimensions
KM Tan, Q Sun, D Witten
arXiv preprint arXiv:1810.07913, 2018
Iteratively reweighted ℓ1-penalized robust regression
X Pan, Q Sun, WX Zhou
Electronic Journal of Statistics 15 (1), 3287-3348, 2021
Hard thresholding regression
Q Sun, B Jiang, H Zhu, JG Ibrahim
Scandinavian Journal of Statistics 46 (1), 314-328, 2019
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Articles 1–20