3 citations · 4 across the 3 of their papers we have counts for
3 papers
math.ST2023
Gaussian variational approximation with composite likelihood for crossed random effect models
Libai Xu, Nancy Reid, Dehan Kong
Composite likelihood usually ignores dependencies among response components, while variational approximation to likelihood ignores dependencies among parameter components. We deriv…
stat.ME2020★ 3 cited
Stochastic Generalized Lotka-Volterra Model with An Application to Learning Microbial Community Structures
Libai Xu, Ximing Xu, Dehan Kong +2
Inferring microbial community structure based on temporal metagenomics data is an important goal in microbiome studies. The deterministic generalized Lotka-Volterra differential (G…
math.ST2016★ 1 cited
Note on information bias and efficiency of composite likelihood
Ximing Xu, Nancy Reid, Libai Xu
Does the asymptotic variance of the maximum composite likelihood estimator of a parameter of interest always decrease when the nuisance parameters are known? Will a composite likel…