Jiaying Gu
Selected Publications
Minimalist G-modelling: A comment on Efron
Efron’s elegant approach to g-modeling for empirical Bayes problems is contrasted with an implementation of the […]
Nonparametric maximum likelihood methods for binary response models with random coefficients
Single index linear models for binary response with random coefficients have been extensively employed in many […]
Rebayes: an R package for empirical bayes mixture methods
Models of unobserved heterogeneity, or frailty as it is commonly known in survival analysis, can often […]
Testing for homogeneity in mixture models
Statistical models of unobserved heterogeneity are typically formalized as mixtures of simple parametric models and interest […]
Unobserved heterogeneity in income dynamics: an empirical Bayes perspective
Empirical Bayes methods for Gaussian compound decision problems involving longitudinal data are considered. The new convex […]
Latest version
Testing for homogeneity in mixture models
Statistical models of unobserved heterogeneity are typically formalised as mixtures of simple parametric models and interest […]