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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…
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…