Publications

Statistical Methods

Miao, Z., Wang, J., Park, K., Kuang, D., & Kim, J. (2025). Depth-corrected multi-factor dissection of chromatin accessibility for scATAC-seq data with PACS. Nature Communications, 16(1), 1-15.

Wang, J., Li, S., and Li, H. (2024). A Regression-based Approach to Robust Estimation and Inference for Genetic Covariance, Journal of the American Statistical Association (Theory and Methods)

Wang, J., Wang, W. and Li, H. (2022). Sparse block signal detection and identification for shared cross-trait association analysis. The Annals of Applied Statistics, 16(2), 866-886.

Wang, J. and Li, H. (2022). Estimation of genetic correlation with summary association statistics. Biometrika, 109(2), 421-438.

Xu, K., Wang, J., Pan, R. and Wang, H., (2019). Photographic diary: a new estimation approach to PM 2.5 monitoring. Statistics and Its Interface, 12(3), 387-395.

Chen, Y., Wang, J., Chubak, J., and Hubbard, R. A. (2019). Inflation of type I error rates due to differential misclassification in EHR‐derived outcomes: Empirical illustration using breast cancer recurrence. Pharmacoepidemiology and drug safety, 28(2), 264-268.

Scientific Collaboration

Deo, R., Dubin, R.F., Ren, Y., Murthy, A.C., Wang, J., Zheng, H., Zheng, Z., Feldman, H., Shou, H., Coresh, J. and Grams, M. (2023). Proteomic cardiovascular risk assessment in chronic kidney disease. European Heart Journal, 44(23), 2095-2110.

Dubin, R., Deo, R., Ren, Y., Wang, J., Zheng, Z., Shou, H., Go, A., Parsa, A., Lash, J., Rahman, M., Hsu, C., Weir, M., Chen, J., Anderson, A., Grams, M., Surapaneni, A., Coresh, J., Lee, H., Kimmel, P., Vasan, R., Feldman, H., Segal, M., Ganz, P. (2023). Proteomics of CKD progression in the chronic renal insufficiency cohort. Nature Communication, Accepted.

Hsu, C. Y., Yang, W., Parikh, R. V., Anderson, A. H., Chen, T. K., Cohen, D. L., He, J., Mohanty, M. J., Lash, J. P., Mills, K. T., Muiru, A. N., Parsa, A., Saunders, M. R., Shafi, T., Townsend, R. R., Waikar, S. S., Wang, J., Wolf, M., Tan, T. C., Feldman, H. I., … CRIC Study Investigators (2021). Race, Genetic Ancestry, and Estimating Kidney Function in CKD. The New England journal of medicine, 385(19), 1750–1760. (2022 Top 10 Clinical Research Achievement Awards).

Preprints & Working Papers

Wang, J., Cui, Y. and Su, W. (2025). Two-sample comparison via unsupervised random forest. Submitted.

Wang, J. and Lin, X. Heritability estimation with genetics similarity representation. Submitted.

Wang, J. and Li, H. Large-scale shared-signal detection and identification. Working paper.