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Fei Xue
Fei Xue
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Title
Cited by
Cited by
Year
Integrating multisource block-wise missing data in model selection
F Xue, A Qu
Journal of the American Statistical Association 116 (536), 1914-1927, 2021
482021
Individualized multidirectional variable selection
X Tang, F Xue, A Qu
Journal of the American Statistical Association 116 (535), 1280-1296, 2021
302021
Semi-Standard partial covariance variable selection when irrepresentable conditions fail
F Xue, A Qu
Statistica Sinica 32 (4), 1881-1909, 2022
18*2022
The impact of psychopathology, social adversity and stress-relevant DNA methylation on prospective risk for post-traumatic stress: A machine learning approach
AH Wani, AE Aiello, GS Kim, F Xue, CL Martin, A Ratanatharathorn, A Qu, ...
Journal of affective disorders 282, 894-905, 2021
162021
Multicategory angle-based learning for estimating optimal dynamic treatment regimes with censored data
F Xue, Y Zhang, W Zhou, H Fu, A Qu
Journal of the American Statistical Association 117 (539), 1438-1451, 2022
142022
Methylomic profiles reveal sex-specific differences in leukocyte composition associated with post-traumatic stress disorder
GS Kim, AK Smith, F Xue, V Michopoulos, A Lori, DL Armstrong, AE Aiello, ...
Brain, behavior, and immunity 81, 280-291, 2019
132019
Semi-supervised statistical inference for high-dimensional linear regression with blockwise missing data
F Xue, R Ma, H Li
ArXiv https://doi. org/10.48550/arxiv 2106, 2021
52021
Heterogeneous Mediation Analysis on Epigenomic PTSD and Traumatic Stress in a Predominantly African American Cohort
F Xue, X Tang, G Kim, KC Koenen, CL Martin, S Galea, D Wildman, ...
Journal of the American Statistical Association 117 (540), 1669-1683, 2022
42022
Perceived control in the lab and in daily life impact emotion-induced temporal distortions
S Buetti, F Xue, Q Liu, J Hur, GJP Ng, W Heller
Timing & Time Perception 9 (1), 88-122, 2020
32020
Heterogeneous mediation analysis for causal inference
F Xue, X Tang, G Kim, A Aiello, K Koenen, S Galea, D Wildman, M Uddin, ...
bioRxiv, 2020
12020
Generative Models for Missing Data
H Xie, F Xue, X Wang
Applications of Generative AI, 537-563, 2024
2024
Time-varying mediation analysis for incomplete data with application to DNA methylation study for PTSD
K Wei, F Xue, Q Xu, Y Yuan, Y Zhang, G Qin, AH Wani, AE Aiello, ...
bioRxiv, 2024.02. 06.579228, 2024
2024
Individualized Dynamic Latent Factor Model with Application to Mobile Health Data
J Zhang, F Xue, Q Xu, JA Lee, A Qu
arXiv preprint arXiv:2311.12392, 2023
2023
Individualized Dynamic Model for Multi-resolutional Data
J Zhang, F Xue, Q Xu, JA Lee, A Qu
arXiv e-prints, arXiv: 2311.12392, 2023
2023
High-dimensional statistical inference for linkage disequilibrium score regression and its cross-ancestry extensions
F Xue, B Zhao
arXiv preprint arXiv:2306.15779, 2023
2023
An Empirical Bayes Regression for Multi-tissue eQTL Data Analysis
F Xue, H Li
arXiv preprint arXiv:2211.13889, 2022
2022
Statistical Inference for High-Dimensional Linear Regression with Blockwise Missing Data
F Xue, R Ma, H Li
arXiv preprint arXiv:2106.03344, 2021
2021
Variable selection for high-dimensional complex data
F Xue
University of Illinois at Urbana-Champaign, 2019
2019
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Articles 1–18