Complete list of publications is here.
Selected
publications
- 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.
- 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.
- 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.
- 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.
- 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.
- Jingchen Liu, Gongjun Xu,
and Zhiliang Ying. Theory of
Self-learning Q-matrix. Bernoulli, 19(5A), 1790-1817, 2013.
- Robert J. Adler, Jose
H. Blanchet and Jingchen Liu
(2012). Efficient Monte
Carlo for High Excursions of Gaussian Random Fields. Annals of
Applied Probability, 22(3),
1167-1214. presentation
video
- Jingchen Liu (2012).
Tail Approximations of Integrals
of Gaussian Random Fields. Annals of Probability, 40(3), 1069 - 1104.
- 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.
- 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.