Fei Xue 薛菲



Publications


Fei Xue, Annie Qu (2020). Integrating multi-source block-wise missing data in model selection. Journal of the American Statistical Association, 1-14.


Fei Xue, Yanqing Zhang, Wenzhuo Zhou, Haoda Fu, Annie Qu (2021). Multicategory angle-based learning for estimating optimal dynamic treatment regimes with censored data. Journal of the American Statistical Association, 1-14.


Xiwei Tang, Fei Xue, Annie Qu (2020). Individualized multi-directional variable selection. Journal of the American Statistical Association, 116(535): 1280-1296.


Fei Xue, Annie Qu. Semi-standard partial covariance variable selection when irrepresentable conditions fail. Statistica Sinica, Preprint No: SS-2020-0495.


Fei Xue, Xiwei Tang, Grace Kim, Allison Aiello, Karestan Koenen, Sandro Galea, Derek Wildman, Monica Uddin, Annie Qu. Heterogeneous mediation analysis for causal inference. Submitted, available on bioRxiv.


Fei Xue, Rong Ma, Hongzhe Li. Semi-supervised statistical inference for high-dimensional linear regression with blockwise missing. Submitted .


Fei Xue, Hongzhe Li. An empirical Bayes regression for multi-tissue eQTL data analysis. In preparation .


Simona Buetti, Fei Xue, Qiawen Liu, Juyoen Hur, Gavin Jun Peng Ng, Wendy Heller (2020). Perceived control in the lab and in daily life impact emotion-induced temporal distortions. Timing & Time Perception, 9(1): 88-122.


Grace S Kim, Alicia Smith, Fei Xue, Vasiliki Michopoulos, Adriana Lori, Don L. Armstrong, Allison E. Aiello, Karestan C. Koenen, Sandro Galea, Derek E. Wildman, Monica Uddin (2019). Methylomic profiles reveal sex-specific shifts in leukocyte composition associated with post-traumatic stress disorder. Brain, Behavior, and Immunity, 81: 280-291.


Agaz Wani, Allison Aiello, Grace S Kim, Fei Xue, Andrew Ratanatharathorn, Annie Qu, Karestan Koenen, Sandro Galea, Derek Wildman, Monica Uddin (2021). The impact of psychopathology, social adversity and stress-relevant DNAm on prospective risk for post-traumatic stress: A machine learning approach. Journal of Affective Disorders, 282: 894-905.


Awards


ICSA New Researcher Award, 2019.


IMS Hannan Graduate Student Travel Award, 2019.


ASA Student Paper Award, 2018.


Horace W. Norton Prize for Outstanding Thesis Research Finalist, 2018.


The Third Place in Student Poster Competition, 2018.