60 citations · 145 across the 15 of their papers we have counts for
4 papers · 1 filter
Statistical Analysis of Multi-Relational Network Recovery
Zhi Wang, Xueying Tang, Jingchen Liu
In this paper, we develop asymptotic theories for a class of latent variable models for large-scale multi-relational networks. In particular, we establish consistency results and a…
Total variation approximations and conditional limit theorems for multivariate regularly varying random walks conditioned on ruin
Jose Blanchet, Jingchen Liu
We study a new technique for the asymptotic analysis of heavy-tailed systems conditioned on large deviations events. We illustrate our approach in the context of ruin events of mul…
Some Asymptotic Results of Gaussian Random Fields with Varying Mean Functions and the Associated Processes
Jingchen Liu, Gongjun Xu
In this paper, we derive tail approximations of integrals of exponential functions of Gaussian random fields with varying mean functions and approximations of the associated point…
On the Stationary Distribution of Iterative Imputations
Jingchen Liu, Andrew Gelman, Jennifer Hill +1
Iterative imputation, in which variables are imputed one at a time each given a model predicting from all the others, is a popular technique that can be convenient and flexible, as…