Position Title
Professor
Position Title
Professor
- Statistics
He/Him/His
4228 Mathematical Sciences Building
One Shields Avenue, Davis CA 95616
One Shields Avenue, Davis CA 95616
Bio
Research Interests
- Mixed effects models
- Generalized linear models
- Model selection
- Small area estimation
- Big Data intelligence
- Precision medicine
- Pharmacokinetics
- Asymptotic theory
- Spatial statistics
- Testing hypotheses
- Longitudinal data analysis
- Matrix algebra
- Numerical analysis
- Monte Carlo methods
- Reliability
Selected Works
- (with F. Bois, A. Gelman, D. Maszle, and G. Alexeef) Population toxicokinetics of tetra chloroethylene, Archives of Toxicology 70 (1996), 347-355.
- (with F. Petty, P. Bickel, M. Ostland, J. Rice, Y. Ritov, and F. Schoeberg) Accurate estimation of travel times, Transportation Research B 32 (1998), 1-17.
- (with D. K. Leonard) Gender bias and the college prediction of the SAT's: A cry of despair, Research in Higher Education 40 (1999), 375-407.
- (with S. S. Aly, R. J. Anderson, R. H. Whitlock, T. L. Fyock, S. McAdams, J. M. Adaska, and I. A. Gardner) Reliability of environmental sampling to quantify Mycobacterium avium subspecies paratuberculosis on California free-stall dairies, Journal of Dairy Science 92 (2009), 3634-3642.
- (with S. S. Aly, R. J. Anderson, J. M. Adaska, and I. A. Gardner) Association between Mycobacterium avium subspecies paratuberculosis infection and Milk production in two California dairies, Journal of Dairy Science 93 (2010), 1030-1040.
- (with S. S. Aly, R. J. Anderson, R. H. Whitlock, T. L. Fyock, S. C. McAdams, T. M. Byrem, J. M. Adaska, and I. A. Gardner) Cost-effectiveness of diagnostic strategies to identify Mycobacterium avium subspecies paratubercylosis super-shedder cows in a large dairy herd using antibody enzyme-linked immunosorbent assays, quantitative real-time polymerase chain reaction, and bacterial culture, Journal of Veterinary Diagnostic Investigation 24 (2012), 821-832.
Education and Degree(s)
- UC Berkeley, Ph.D.
Publications
- A one-bring-one route for assessing the uncertainty of small area estimation in nested-error regression models
Journal Article | Liu, Y., Ma, H., Liu, X., Jiang, J. TEST, 34, 383-430. 10.1007/s11749-025-00965-x - Asymptotic distribution of maximum likelihood estimator in generalized linear mixed models with crossed random effects
Journal Article | Jiang, J. The Annals of Statistics, 53, 1298-1318. 10.1214/25-aos2504 - Measuring the uncertainty for shrinkage model selection in quantile regression models
Journal Article | Xiao, P., Liu, X., Liu, Y., Jiang, J. Journal of Statistical Computation and Simulation, ahead-of-print, 1-22. 10.1080/00949655.2025.2541295 - Robust Small Area Estimation, Methods, Theory, Applications, and Open Problems
Book | Jiang, J., Rao, S. 1-257. 10.1201/9781003395171 - Classified functional mixed effects model prediction
Journal Article | Liu, X., Jiang, J. Statistics in Medicine, 43, 1329-1340. 10.1002/sim.10007 - See publications and more on Aggie Experts: https://experts.ucdavis.edu/expert/K6Iz9GEW