Research

Research interest

• Multiple testing
• Statistical bioinformatics
• Deep learning

Publications

• Zhou, H., Yang, L., Chen, J., & Zhang, X. (2024). Bimodal Dirichlet distributions and its application to microbiome data imputation. Under review.
• Zhang, X., Zhou, H., & Ye, H. (2022). A modern theory for high-dimensional Cox regression models. arXiv
• Zhao, H., & Zhou, H. (2024). $\tau$-censored weighted Benjamini-Hochberg procedures under independence. Biometrika, 111(2), 479-496. doi: https://doi.org/10.1093/biomet/asad047
• Zhou, H., He, K., Chen, J., & Zhang, X. (2022). LinDA: Linear models for differential abundance analysis of microbiome compositional data. Genome Biology, 23:95. GitHub CRAN doi: https://doi.org/10.1186/s13059-022-02655-5
• Zhou, H., Zhang, X., & Chen, J. (2021). Covariate adaptive familywise error rate control for genome-wide association studies. Biometrika, 108(4), 915-931. arXiv GitHub doi: https://doi.org/10.1093/biomet/asaa098
• Ding, Z., Zhou, H., McCauley, N., Ko, G., Zhang, K. K., & Xie, L. (2020). In ovo hyperglycemia causes congenital limb defects in chicken embryos via disruption of cell proliferation and apoptosis. Biochimica et Biophysica Acta - Molecular Basis of Disease 1866, 165955. doi: https://doi.org/10.1016/j.bbadis.2020.165955