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GUANAO YAN
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scDesign3 generates realistic in silico data for multimodal single-cell and spatial omics
D Song, Q Wang, G Yan, T Liu, T Sun, JJ Li
Nature Biotechnology 42 (2), 247-252, 2024
662024
RA3 is a reference-guided approach for epigenetic characterization of single cells
S Chen, G Yan, W Zhang, J Li, R Jiang, Z Lin
Nature communications 12 (1), 2177, 2021
582021
Robust estimation and shrinkage in ultrahigh dimensional expectile regression with heavy tails and variance heterogeneity
J Zhao, G Yan, Y Zhang
Statistical Papers, 1-28, 2022
162022
Benchmarking computational methods to identify spatially variable genes and peaks
Z Li, ZM Patel, D Song, G Yan, JJ Li, L Pinello
Biorxiv, 2023
122023
A unified framework of realistic in silico data generation and statistical model inference for single-cell and spatial omics
D Song, Q Wang, G Yan, T Liu, JJ Li
bioRxiv, 2022.09. 20.508796, 2022
42022
Semiparametric expectile regression for high-dimensional heavy-tailed and heterogeneous data
J Zhao, G Yan, Y Zhang
arXiv preprint arXiv:1908.06431, 2019
32019
Categorization of 34 computational methods to detect spatially variable genes from spatially resolved transcriptomics data
G Yan, SH Hua, JJ Li
Nature Communications 16 (1), 1141, 2025
22025
scReadSim: a single-cell multi-omics read simulator
G Yan, JJ Li
bioRxiv, 2022
22022
A reference-guided approach for epigenetic characterization of single cells
S Chen, G Yan, W Zhang, J Li, R Jiang, Z Lin
bioRxiv, 2020.06. 16.155010, 2020
12020
Question-Score Identity Detection (Q-SID): A Statistical Algorithm to Detect Collusion Groups with Error Quantification from Exam Question Scores
G Yan, JJ Li, MD Biggin
arXiv preprint arXiv:2407.07420, 2024
2024
scReadSim: a single-cell RNA-seq and ATAC-seq read simulator
G Yan, D Song, JJ Li
Nature Communications 14 (1), 7482, 2023
2023
Empirical likelihood based tests for detecting the presence of significant predictors in marginal quantile regression
S Tang, H Wang, G Yan, L Zhang
Metrika 86 (2), 149-179, 2023
2023
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