Summary

My research interest in statistical methodology includes non-/semi-parametric modeling, longitudinal data, mixed models, high-dimensional regression and graphical models. I have actively collaborated with w88 researchers in various fields, primarily in the areas of sleep w88, kidney w88, cardiovascular diseases and w88 economics.

Education

Ph.D. in Statistics from Virginia Polytechnic Institute and State University

Selected publications

Statistical methodology

• Chen, J., Li, Q., Chen, H. (2023). Testing generalized linear models with high-dimensional nuisance parameter.Biometrika. (1), 83-89
• Chen, J., Terrell, G., Kim, I., Daviglus, M.L (2020). Proportional odds model with log-concave density estimation.Statistica Sinica, (30), 877-901.
• Chen, J., Liu, L., Shih, Y.H., Zhang, D., Severini, T.A. (2016). A flexible model for correlated medical costs, with application to medical expenditure panel survey data.Statistics in Medicine, (35), 883-894.
• Chen, J., Kim, I., Terrell, G., Liu, L. (2014). Generalized partial linear single-index mixed model for repeated measures data. -Journal of Nonparametric Statistics, (26), 291-303.

w88 Science

• Chen, J., Reid, K., Lash, J., Ricardo, A., Kravitz, H., Chung, J., Patel, SR., Daviglus, M., Chen, H., Liu, L., Haung, T., Hernandez, R., Redline, S. (2022). Sleep, cardiovascular disease, and chronic kidney disease: the Multi-Ethnic Study of Atherosclerosis (MESA). Editor invited resubmission,Sleep w88, (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). Adherence to secondary stroke prevention recommendation among Hispanic/Latinos in the HCHS/SOL study.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). Weekly sleep trajectories and their association with obesity and hypertension in the Hispanic/Latino population.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). The association of sleep duration and quality with CKD progression.Journal oftheAmerican Society of Nephrology, (28), 3708-3715.
• Chen, J., Johnson, B.A., Wang, X.Q., O’Ouigley, J., Isaac, M., Zhang, D., Liu, L. (2012). Trajectory analyses in alcohol treatment research.Alcoholism: Clinical & Experimental Research, (36), 1442-1448.