Department of Statistics, University of Michigan, Ann Arbor
Email: boweinju@umich.edu
I am a Postdoc in the Department of Statistics at University of Michigan, where I am very fortunate to be supervised by Prof. Kean Ming Tan and Prof. Xuming He. I joined the Emory University in 2015 for my PhD degree in Biostatistics, under the supervision of Prof. Limin Peng. Prior to Emory University, I received my Sc.M in Biostatistics from the Brown University in 2015, and B.S. in Mathematics from the Nanjing University in 2013.
Quantile Regression
Super-quantile
Instrumental Variable
Survival Analysis
Causal Inference
Published:
Wei, B., Peng, L., Guo, Y., Manatunga, A. 2022. Tensor response quantile regression with neuroimaging data. Biometrics, 2022
Wei, B., 2022. Quantile regression for censored data in haematopoietic cell transplant research. Bone Marrow Transplant, 57, 853–856.
Wei, B., Peng, L., Zhang, M.J., Fine, J.P., 2021. Estimation of causal quantile effects with a binary instrumental variable and censored data. J R Stat Soc Series B Stat Methodol, 83, pp.559-578.
Wei, B., Peng, L., Zhang, Z., Lai, H., 2020. Generalized accelerated recurrence time model in the presence of a dependent terminal event. Annals of Applied Statistics, 14, pp.956-976.
Wei, B., Dai, T., Peng, L., Guo, Y., Manatunga, A., 2020. A new functional representation of broad sense agreement.
Statistics & Probability Letters, 158, p.108619.
Li, X., Wei, B., Sonmez, C., Li, Z. and Peng, L., 2017. High tumor budding count is associated with adverse clinicopathologic features and poor prognosis in breast carcinoma. Human Pathology, 66, pp.222-229.
Salavati, A., Duan, F., Snyder, B.S., Wei, B., Houshmand, S., Khiewvan, B., Opanowski, A., Simone, C.B., Siegel, B.A., Machtay, M. and Alavi, A., 2017. Optimal FDG PET/CT volumetric parameters for risk stratification in patients with locally advanced non-small cell lung cancer: results from the ACRIN 6668/RTOG 0235 trial. European Journal of Nuclear Medicine and Molecular Imaging, 44(12), pp.1969-1983.
Ohri, N., Duan, F., Snyder, B.S., Wei, B., Machtay, M., Alavi, A., Siegel, B.A., Johnson, D.W., Bradley, J.D., DeNittis, A. and Werner-Wasik, M., 2016. Pretreatment 18F-FDG PET textural features in locally advanced non–small cell lung cancer: Secondary analysis of ACRIN 6668/RTOG 0235. Journal of Nuclear Medicine, 57(6), pp.842-848.
Submitted:
Wei,B., Tan, K.M., He, X., 2022. Estimation of complier super-quantile treatment effects with a binary instrumental variable. (Under revision).
CCQTE: R package for Estimation of causal quantile effects with a binary instrumental variable and censored data. Available at https://web1.sph.emory.edu/users/lpeng/Rpackage.html.
GARTT: R package for Generalized Accelerated Recurrence Time Model in the Presence of A Dependent Terminal Event. Available at https://web1.sph.emory.edu/users/lpeng/Rpackage.html.
BSA: R package for broad sense agreement method. Available at https://web1.sph.emory.edu/users/lpeng/Rpackage.html.
Primary instructor for STATS 513: Regression and Data Analysis
Teaching assistant for
Advanced Probability
Statistics Inference II
Statistical Method I
Review session holder for the 2nd year advanced theory qualifying exam in 2017.
ASA Mental Health Statistics Section Student Paper Award (2022)
Travel Award for the 2nd Annual Data Science Workshop at Augusta University (2021)
Livingston Fellow Award that recognizes a student with excellent research potential and strong ability to give an impressive public presentation to showcase the PhD program (2020)
ENAR Distinguished Student Paper Award (2020)
Student Paper Award at the Conference on Lifetime Data Science (2019)
Runner up in the Georgia Statistics Day (2017)
Invited talk, 5th International Conference on Econometrics and Statistics, Virtual. (05/2022)
Contributed talk, Quantile Regression and Data Heterogeneity Workshop, Miami, FL, USA. (02/2022)
Poster, Second Annual Data Science Workshop, Augusta, GA, USA. (10/2021)
Poster, The Statistical Methods in Imaging Conference 2021. (05/2021)
Contributed talk, Eastern North American Region 2021 Spring Meeting, Virtual. (03/2020)
Poster, American Public Health Association 2020 Annual Meeting & Expo, Virtual. (10/2020)
Paper award talk, Eastern North American Region 2021 Spring Meeting, Virtual. (03/2020)