Integrating multisource block-wise missing data in model selection F Xue, A Qu Journal of the American Statistical Association 116 (536), 1914-1927, 2021 | 48 | 2021 |
Individualized multidirectional variable selection X Tang, F Xue, A Qu Journal of the American Statistical Association 116 (535), 1280-1296, 2021 | 30 | 2021 |
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 | 16 | 2021 |
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 | 14 | 2022 |
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 | 13 | 2019 |
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 | 5 | 2021 |
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 | 4 | 2022 |
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 | 3 | 2020 |
Heterogeneous mediation analysis for causal inference F Xue, X Tang, G Kim, A Aiello, K Koenen, S Galea, D Wildman, M Uddin, ... bioRxiv, 2020 | 1 | 2020 |
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 |