most citedModel Uncertainty in Latent Gaussian Models with Univariate Link Function

1 citations · 1 across the 2 of their papers we have counts for

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2 papers

stat.ME2025

Scalable Variable Selection and Model Averaging for Latent Regression Models Using Approximate Variational Bayes

Gregor Zens, Mark F. J. Steel

We propose a fast and theoretically grounded method for Bayesian variable selection and model averaging in latent variable regression models. Our framework addresses three interrel…

stat.ME2024★ 1 cited

Model Uncertainty in Latent Gaussian Models with Univariate Link Function

Mark F. J. Steel, Gregor Zens

We consider a class of latent Gaussian models with a univariate link function (ULLGMs). These are based on standard likelihood specifications (such as Poisson, Binomial, Bernoulli,…