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math.ST2021
Stationarity and inference in multistate promoter models of stochastic gene expression via stick-breaking measures
William Lippitt, Sunder Sethuraman, Xueying Tang
In a general stochastic multistate promoter model of dynamic mRNA/protein interactions, we identify the stationary joint distribution of the promoter state, mRNA, and protein level…
math.ST2020
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…