Summary
Jinsong Chen's research interest is in statistical methodology including non-/semi-parametric modeling, longitudinal data, mixed models, high-dimensional regression and graphical models. He has actively collaborated with health researchers in various fields, primarily in the areas of sleep health, kidney health, cardiovascular diseases and health economics.
Selected publications
- Chen, J., Li, Q. & Chen, H. (2023). Biometrika, 110(1), 83-89
- Chen, J., Terrell, G., Kim, I. & Daviglus, M. L. (2020). Statistica Sinica, 30, 877-901.
- Chen, J., Liu, L., Shih, Y. H., Zhang, D. & Severini, T. A. (2016). Statistics in Medicine, 35, 883-894.
- Chen, J., Kim, I., Terrell, G. & Liu, L. (2014). Journal of Nonparametric Statistics, 26, 291-303.
- Chen, J., Reid, K., Lash, J., Ricardo, A., Kravitz, H., Chung, J., Patel, S. R., Daviglus, M., Chen, H., Liu, L., Haung, T., Hernandez, R. & Redline, S. (2022). Editor invited resubmission, Sleep Health, 22, 00144-9
- Bai, F., Chen, J., Pandey, D., Duraro-Arvizu, R., Talavera, G. A., Allison, M. A., Perreira, K. M., Schneiderman, N., Sutherland, M. W., Cai, J., Daviglus, M. & Testai, F. D. (2021). Stroke, 52, 1339-1346.
- Chen, J., Patel, S., Redline, S., Durazo-Arvizu, R., Garside, D. B., Reid, K. J., Lash, J., Sotres-Alvarez, D., Gallo, L. C., Petrov, M. E., Perreira, K. M., Talavera, G. A., Ramos, A. R., Zee, P. & Daviglus, M. L. (2018). SLEEP, 41, zsy150.
- Ricardo, A. C., Knutson, K., Chen, J., Appel, L. J., Bazzano, L., Carmona-Powell, E., Cohan, J., Tamura, M. K., Steigerwalt, S., Thornton, J. D., Weir, M., Turek, N. F., Rahman, M., Cauter, E. V. & Lash, J. (2017). Journal of the American Society of Nephrology, 28, 3708-3715.
- Chen, J., Johnson, B. A., Wang, X. Q., O’Ouigley, J., Isaac, M., Zhang, D. & Liu, L. (2012). Alcoholism: Clinical & Experimental Research, 36, 1442-1448.
Education
- Ph.D. in Statistics from Virginia Polytechnic Institute and State University