photo

Jialiang Li

Assistant Professor
Department of Statistics & Applied Probability
National University of Singapore
Phone: (65)6516-8932
stalj@nus.edu.sg

Adjunct Appointment

Duke-NUS Graduate Medical School (since 2008)
Singapore Eye Research Institute (since 2008)

Education

Research Interests

Nonparametric and semiparametric inferences; Diagnostic medicine; Lifetime data; Cluster and longitudinal data; Statistical computing; Epidemiology.

Selected Publications

  • Jialiang Li and Jason Fine (2004): On sample size for sensitivity and specificity in prospective diagnostic accuracy studies. Statistics in Medicine, 23 (16): 2537-2550.
  • Molldrem, KL, Li, JL, Simon, PW and Tanumihardjo, SA (2004): Lutein and beta-carotene are bioavailable in humans from lutein yellow carrots. American Journal of Clinical Nutrition. 80 (1): 131-136.
  • Tanumihardjo, SA, Li, JL and Dosti, MP (2005): Lutein Absorption is facilitated with co-supplementation of ascorbic acid in young adults. Journal of the American Dietetic Association. 105 (1): 114-118.
  • Surles, RL, Li, JL, Tanumihardjo, SA (2005): The uptake and clearance of 3,4-didehydroretinol in lactating sows and the relationship of the modified relative dose response (MRDR) value in serum to that in milk. FASEB Journal. 19 (4): A475-A475 Part 1 Suppl. S.
  • Surles RL, Li, JL, Tanumihardjo, SA (2006): The modified-relative-dose-response values in serum and milk are positively correlated over time in lactating sows with adequate vitamin A status. Journal of Nutrition. 136 (4): 939-945
  • Li, J., Fine, J. P. and Safdar, N. (2007): Prevalence Dependent Diagnostic Accuracy Measures. Statistics in Medicine. 26: 3258-3273.
  • Li, J., Zhang, C. M., Nordheim, E. V. and Lehner, C. E. (2007): On the Multivariate Predictive Distribution of Multi-Dimensional Effective Dose: a Bayesian Approach. Journal of Statistical Computation and Simulation. In press.
  • Shirmila Syamala, Jialiang Li and Anoop Shankar (2007): Association between serum uric acid and prehyptertension among US adults. Journal of Hypertension. 25: 1583-1589.
  • Anoop Shankar, Jialiang Li, F. Javier Nieto, Barbara E. K. Klein, and Ronald Klein (2007): Association between C-reactive protein level and peripheral arterial disease among US adults without cardiovascular disease, diabetes, or hypertension. American Heart Journal. 154: 495-501.
  • Anoop Shankar, Jialiang Li (2007): Association between serum gamma-glutamyltransferase level and prehypertension among US adults. Circulation Journal.71: 1567-1572.
  • Li, J. and Fine, J. P. (2008): ROC Analysis with Multiple Tests and Multiple Classes: methodology and its application in microarray studies. Biostatistics. 9 (3): 566-576.
  • Li, J., Nordheim, E. V., Zhang, C. M. and Lehner, C. E. (2008): Estimation and Confidence Regions of Multi-Dimensional Effective Dose. Biometrical Journal. 50 (1): 110-122.
  • Jing Li, Soren M. Bentzen, Jialiang Li, Markus Renschler, Minesh P. Mehta (2008). Relationship between neurocognitive function and quality of life following whole brain radiation therapy in patients with brain metastasis. International Journal of Radiation Oncology, Biology, Physics. To appear.
  • Zhang, C. M., Li, J. and Meng, J. (2008). On Stein's Lemma, Dependent Covariates and Functional Monotonicity in Multi-Dimensional Modeling. Journal of Multivariate Analysis. 99: 2285-2303.
  • Li, J., Gray, B. R., and Bates, D. M. (2008). An Empirical Study of Statistical Properties of Variance Partition Coefficients for Multi-level Logistic Regression Models. Communications in Statistics - Simulation and Computation. 37 (10): 2010-26.
  • Anoop Shankar, Jialiang Li, Barbara E. K. Klein, F. Javier Nieto, and Ronald Klein (2008): Serum gamma-glutamyltransferase level and peripheral arterial disease. Atherosclerosis.199: 102-109.
  • A. Shankar, J. Li (2008). Positive association between high-sensitivity C-reactive protein level and diabetes mellitus among US non-Hispanic black adults. Experimental and Clinical Endocrinology & Diabetes. 116: 455-460.
  • Li, J., Zhang C. M., Doksum, K. A., and Nordheim, E. V. (2009). Simultaneous confidence intervals for semiparametric logistic regression and confidence regions for the multi-dimensional effective dose. Statistica Sinica. Accepted.
  • BW Teo, ZY Ng, J Li, S Saw, S Sethi, EJC Lee (2009). The choice of estimating equations for glomerular filtration rate significantly affects the prevalence of chronic kidney disease in a multi-ethnic population during health screenin. Nephrology. To appear.
  • Li, J. and Wong, W. K. (2009). A semi-parametric analysis for identifying scleroderma patients responsive to an anti-fibrotic agent. Contemporary Clinical Trials. 30: 105-113.
  • Li, J. (2009). Semiparametric Residuals and Analysis for a Scleroderma Clinical Trial. Communications in Statistics -Theory and Methods. To appear.
  • Lim, Elaine, Zhang SL, J Li, WS Yap, TC Howe, BP Tan, YS Lee, D Wong, Kay Leong Khoo, KY Seto, LKA Tan, T Agasthian, HN Koong, TKC John, C Tan, Caleb, Michael, A Chang, A Ng and Patrick Tan (2009). Using whole genome amplification (WGA) of low-volume biopsies to assess the prognostic role of EGFR, KRAS, p53, and CMET mutations in advanced-stage non-small cell lung cancer (NSCLC). Journal of Thoracic Oncology. 4(1): 12-21.
  • Lei Feng, Jialiang Li, Keng-Bee Yap, Ee-Heok Kua, Tze-Pin Ng (2009). Vitamin B-12, Apolipoprotein E genotype and cognitive performance in community-living older adults: evidence of gene-micronutrient interaction. American Journal of Clinical Nutrition. 89: 1263-1268.
  • Li, J., Tai, B. C., and Nott, D. J. (2009). Confidence interval for the bootstrap P-value and sample size calculation of the bootstrap test. Journal of Nonparametric Statistics. 21(5): 649-661.
  • Charumathi Sabanayagam, Anoop Shankar, Jialiang Li, Cecil Pollard, Alan Ducatman (2009). Serum gamma-glutamyl transferase level and diabetes mellitus among US adults. European Journal of Epidemiology. 24(7): 369-373.
  • Annabelle D. Donaldson, Lubna Razak, Li Jia Liang, Dale A. Fisher, Paul A. Tambyah (2009). Carbapenems and Subsequent Multi-Resistant Blood Stream Infection: Does treatment duration matter? International Journal of Antimicrobial Agents. 34(3): 246--251.
  • Li, J., and Zhou, X. H. (2009). Nonparametric and semiparametric estimation of the three way receiver operating characteristic surface. Journal of Statistical Planning and Inference. 139: 4133¡ª4142.
  • Li, J. and Wong, W. K. (2009). Selection of covariance patterns for longitudinal data in semi-parametric models. Statistical Methods in Medical Research. Accepted.
  • Nott, D. J. and Li, J. (2009). A sign based loss approach to model selection in nonparametric regression. Statistics and Computing. To appear.
  • Cheung, C. Y., Wong, T. Y., Lamoureux, E. L., Sabanayagam C., Li, J., Lee, J., Tai, E. S. (2009). C-reactive Protein and Retinal Microvascular Caliber in a Multi-Ethnic Asian Population. American Journal of Epidemiology.Accepted.
  • Li, J. and Ma, S. (2010). Interval Censored Data with Repeated Measurements and a Cured Subgroup. Journal of the Royal Statistical Society Series C (Applied Statistics). To appear.

    • Teaching

  • ST5318: STATISTICAL METHODS FOR HEALTH SCIENCES (Fall 2006)
  • ST4242: ANALYSIS OF LONGITUDINAL DATA (Spring 2007, 2008, 2009 & 2010)
  • ST5212: SURVIVAL ANALYSIS (Fall 2007)
  • ST5203: EXPERIMENTAL DESIGN (Fall 2009)

    • Computing

    Professional Actitivities