Methodology

• Duan, J., Zhang, H., & Huang, X..(2025). Testing-driven variable selection in bayesian modal regression. arXiv preprint arXiv:2510.23831. https://arxiv.org/abs/2510.23831
• Duan, J., Huang, X., & Zhang, H..(in preparation). Estimation of undirected networks under non-gaussianity..
• Duan, J. & Huang, X..(in preparation). Estimating dynamic correlation of zero-inflated bivariate count data with correction of measurement error..

Applications

• Zhang, H., Duan, J., Han, L., Alam, N., Ray, M., Yang, F., Jiang, Y., Ewart, S., Holloway, J. W., Karmaus, W., & others.(2025). Dna methylation at birth and ige trajectories from birth to adolescence, different patterns between white and asian. Epigenomics, 17(4), 213--222.
• Budu-Aggrey, A., ..., Duan, J., ..., & Paternoster, L..(2023). European and multi-ancestry genome-wide association meta-analysis of atopic dermatitis highlights importance of systemic immune regulation. Nature Communications, 14(1), 6172.
• Han, L., Kaushal, A., Zhang, H., Kadalayil, L., Duan, J., Holloway, J. W., Karmaus, W., Banerjee, P., Tsai, S., Wen, H., Arshad, S. H., & Wang, S..(2021). Dna methylation at birth is associated with childhood serum immunoglobulin e levels. Epigenetics Insights, 14, 25168657211008108.
• Rathod, R., Rathod, A., Rahimabad, P. K., Duan, J., Zhang, H., Arshad, S. H., & Karmaus, W..(2021). Methylation of host genes associated with coronavirus infection from birth to 26 years. Genes, 12(8), 1198.
• Rathod, A.*, Duan, J.*, Zhang, H., Holloway, J. W., Ewart, S., Arshad, S. H., & Karmaus, W..(2020). Interweaving between genetic and epigenetic studies on childhood asthma. Epigenetics insights, 13, 2516865720923395. (Co-first authors: Rathod, A.; Duan, J.)
• Yu, X., Duan, J., Jiang, Y., & Zhang, H..(2020). Distinctive trajectories of the covid-19 epidemic by age and gender: a retrospective modeling of the epidemic in south korea. International Journal of Infectious Diseases, 98, 200--205.