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papers

Publications (19)

Discussion of: A statistical analysis of multiple temperature proxies: Are reconstructions of surface temperatures over the last 1000 years reliable?

Richard A. Davis, Jingchen Liu

Tail approximations of integrals of Gaussian random fields

Jingchen Liu

Efficient Simulation and Conditional Functional Limit Theorems for Ruinous Heavy-tailed Random Walks

Jose Blanchet, Jingchen Liu

Sequential Hypothesis Test with Online Usage-Constrained Sensor Selection

Shang Li, Xiaoou Li, Xiaodong Wang +1

Learning Item-Attribute Relationship in Q-Matrix Based Diagnostic Classification Models

Jingchen Liu, Gongjun Xu, Zhiliang Ying

A Fused Latent and Graphical Model for Multivariate Binary Data

Yunxiao Chen, Xiaoou Li, Jingchen Liu +1

Total variation approximations and conditional limit theorems for multivariate regularly varying random walks conditioned on ruin

Jose Blanchet, Jingchen Liu

Efficient Monte Carlo for high excursions of Gaussian random fields

Robert J. Adler, Jose H. Blanchet, Jingchen Liu

Moderate Deviation for Random Elliptic PDEs with Small Noise

Xiaoou Li, Jingchen Liu, Jianfeng Lu +1

Chernoff Index for Cox Test of Separate Parametric Families

Xiaoou Li, Jingchen Liu, Zhiliang Ying

Theory of self-learning $Q$-matrix

Jingchen Liu, Gongjun Xu, Zhiliang Ying

On the conditional distributions and the efficient simulations of exponential integrals of Gaussian random fields

Jingchen Liu, Gongjun Xu

Decentralized Sequential Composite Hypothesis Test Based on One-Bit Communication

Shang Li, Xiaoou Li, Xiaodong Wang +1

Rare-event Simulation and Efficient Discretization for the Supremum of Gaussian Random Fields

Xiaoou Li, Jingchen Liu

A Multilevel Approach towards Unbiased Sampling of Random Elliptic Partial Differential Equations

Xiaoou Li, Jingchen Liu

Extreme Analysis of a Non-convex and Nonlinear Functional of Gaussian Processes -- On the Tail Asymptotics of Random Ordinary Differential Equations

Jingchen Liu, Xiang Zhou

On the Stationary Distribution of Iterative Imputations

Jingchen Liu, Andrew Gelman, Jennifer Hill +1

Optimal Stopping and Worker Selection in Crowdsourcing: an Adaptive Sequential Probability Ratio Test Framework

Xiaoou Li, Yunxiao Chen, Xi Chen +2

Some Asymptotic Results of Gaussian Random Fields with Varying Mean Functions and the Associated Processes

Jingchen Liu, Gongjun Xu