ZR
Zhao Ren
stat.MEmath.STstat.THstat.MLfalse discovery rateAlgorithmsbioinformaticsCollective dependencedisease subtypingdistance correlation
On Valency
published · living versionsW_t5yk6hxy·v1 · currentpublished
Asymptotic normality and optimalities in estimation of large Gaussian graphical models
with Tingni Sun, Cun-Hui Zhang, Harrison H. Zhou
1 version
Preprints & journals
24 papers in the corpus · 2012–2026MODEL-FREE INFERENCE FOR CHARACTERIZING PROTEIN MUTATIONS THROUGH A COEVOLUTIONARY LENS.42441085 · Yang, Fan F, Ren, Zhao, Zhou, Wen et al.2026 · 0 citationsThe annals of applied statistics. 2026;20(1):90-109
Robust Distance Correlation for Variable Screening.42569383 · Ma, Tianzhou, Yang, Fan, Ke, Hongjie et al.2026 · 3 citationsStat. 2025;14(3)
OUTCOME-GUIDED DISEASE SUBTYPING BY GENERATIVE MODEL AND WEIGHTED JOINT LIKELIHOOD IN TRANSCRIPTOMIC APPLICATIONS.40740430 · Li, Yujia, Liu, Peng, Wang, Wenjia et al.2025 · 2 citationsThe annals of applied statistics. 2024;18(3):1947-1964
Transcriptomic congruence analysis for evaluating model organisms.36730203 · Zong, Wei, Rahman, Tanbin, Zhu, Li et al.2023 · 9 citationsProceedings of the National Academy of Sciences of the United States of America. 2023;120(6):e2202584120
High-dimension to high-dimension screening for detecting genome-wide epigenetic and noncoding RNA regulators of gene expression.35856716 · Ke, Hongjie, Ren, Zhao, Qi, Jianfei et al.2022 · 10 citationsBioinformatics (Oxford, England). 2022;38(17):4078-4087
High-dimension to high-dimension screening for detecting genome-wide epigenetic regulators of gene expression10.1101/2022.02.21.481160v1 · Ke, H., Ren, Z., Chen, S. et al.2022 · 0 citationsbioRxiv
CAMO: A molecular congruence analysis framework for evaluating model organisms10.1101/2021.11.21.469371v1 · Zong, W., Rahman, M. T., Zhu, L. et al.2021 · 0 citationsbioRxiv
LARGE-SCALE MULTIPLE INFERENCE OF COLLECTIVE DEPENDENCE WITH APPLICATIONS TO PROTEIN FUNCTION.35910493 · Jernigan, Robert, Jia, Kejue, Ren, Zhao et al.2022 · 3 citationsThe annals of applied statistics. 2021;15(2):902-924
Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings.36605231 · Bong, Heejong, Liu, Zongge, Ren, Zhao et al.2024 · 11 citationsAdvances in neural information processing systems. 2020;33:16446-16456
Outcome-Guided Disease Subtyping for High-Dimensional Omics Data2007.11123v1 · Peng Liu, Yusi Fang, Zhao Ren et al.2020 · 0 citationsarXiv
Transcriptome-wide and differential expression network analyses of childhood asthma in nasal epithelium.32088307 · Forno, Erick, Zhang, Rong, Jiang, Yale et al.2021 · 33 citationsThe Journal of allergy and clinical immunology. 2020;146(3):671-675
User-Friendly Covariance Estimation for Heavy-Tailed Distributions1811.01520v3 · Yuan Ke, Stanislav Minsker, Zhao Ren et al.2018 · 59 citationsarXiv
SILGGM: An extensive R package for efficient statistical inference in large-scale gene networks.30102702 · Zhang, Rong, Ren, Zhao, Chen, Wei2018 · 44 citationsPLoS computational biology. 2018;14(8):e1006369
Minimax Estimation of Large Precision Matrices with Bandable Cholesky Factor1712.09483v3 · Yu Liu, Zhao Ren2017 · 6 citationsarXiv
Variable screening with multiple studies1710.03892v1 · Tianzhou Ma, Zhao Ren, George C. Tseng2017 · 6 citationsarXiv
Pairwise Difference Estimation of High Dimensional Partially Linear Model1705.08930v3 · Fang Han, Zhao Ren, Yuxin Zhu2017 · 0 citationsarXiv
Tuning-Free Heterogeneity Pursuit in Massive Networks1606.03803v1 · Zhao Ren, Yongjian Kang, Yingying Fan et al.2016 · 2 citationsarXiv
Asymptotically Normal and Efficient Estimation of Covariate-Adjusted Gaussian Graphical Model.27499564 · Chen, Mengjie, Ren, Zhao, Zhao, Hongyu et al.2019 · 52 citationsJournal of the American Statistical Association. 2016;111(513):394-406
FastGGM: An Efficient Algorithm for the Inference of Gaussian Graphical Model in Biological Networks.26872036 · Wang, Ting, Ren, Zhao, Ding, Ying et al.2016 · 75 citationsPLoS computational biology. 2016;12(2):e1004755
A General Decision Theory for Huber's -Contamination Model1511.04144v2 · Mengjie Chen, Chao Gao, Zhao Ren2015 · 47 citationsarXiv
Robust Covariance and Scatter Matrix Estimation under Huber's Contamination Model1506.00691v4 · Mengjie Chen, Chao Gao, Zhao Ren2015 · 135 citationsarXiv
Sparse CCA via Precision Adjusted Iterative Thresholding1311.6186v1 · Mengjie Chen, Chao Gao, Zhao Ren et al.2013 · 29 citationsarXiv
Asymptotic normality and optimalities in estimation of large Gaussian graphical models1309.6024v3 · Zhao Ren, Tingni Sun, Cun-Hui Zhang et al.2013 · 208 citationsAnnals of Statistics 2015, Vol. 43, No. 3, 991-1026on Valency
Discussion: Latent variable graphical model selection via convex optimization1211.0813v1 · Zhao Ren, Harrison H. Zhou2012 · 29 citationsAnnals of Statistics 2012, Vol. 40, No. 4, 1989-1996
Career total: 39 works. 24 are in this corpus.
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