Complete list of publications is here.


Selected publications


  1. Yunxiao Chen, Jingchen Liu, Gongjun Xu, and Zhiliang Ying. Statistical Analysis of Q-matrix Based Diagnostic Classification Models. Journal of the American Statistical Association, 110(510), 850-866, 2015.
  2. Jingchen Liu, Zhiliang Ying, and Stephanie Zhang. A Rate Function Approach to the Computerized Adaptive Testing for Cognitive Diagnosis. Psychometrika, 80(2), 468-490, 2015.
  3. Jingchen Liu, Andrew Gelman, Jennifer Hill and Yu-Sung Su. On the Stationary Distribution of the Iterative Imputations. Biometrika. 101(1), 155-173, 2014. Supplemental materials.
  4. Jingchen Liu and Gongjun Xu. On the Conditional Distributions and the Efficient Simulations of Exponential Integrals of Gaussian Random Fields. Annals of Applied Probability, 24(4), 1691-1738, 2014.
  5. Jingchen Liu and Xiang Zhou. Extreme Analysis of a Random Ordinary Differential Equation. Journal of Applied Probability, 51(4), 2014. Supplemental materials. A long version.
  6. Jingchen Liu, Gongjun Xu, and Zhiliang Ying. Theory of Self-learning Q-matrix. Bernoulli, 19(5A), 1790-1817, 2013.
  7. Robert J. Adler, Jose H. Blanchet and Jingchen Liu (2012). Efficient Monte Carlo for High Excursions of Gaussian Random FieldsAnnals of Applied Probability, 22(3), 1167-1214. presentation video
  8. Jingchen Liu (2012). Tail Approximations of Integrals of Gaussian Random FieldsAnnals of Probability, 40(3), 1069 - 1104.
  9. Jose H. Blanchet and Jingchen Liu (2012)Efficient Simulation and Conditional Functional Limit Theorems for Ruinous Heavy-tailed Random Walks. Stochastic Processes and Their Applications, 122(8), 2994-3031.
  10. Jose H. Blanchet, Peter W. Glynn and Jingchen Liu (2007). Fluid Heuristics, Lyapunov Bounds and Efficient Importance Sampling for a Heavy-tailed G/G/1 Queue. Queueing Systems - Theory and Applications, 57, 99 - 113.