most citedApproximate Bayesian Inference via Sparse grid Quadrature Evaluation for Hierarchical Models

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

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2 papers

stat.CO2019★ 2 cited

Approximate Bayesian Inference via Sparse grid Quadrature Evaluation for Hierarchical Models

Joshua Hewitt, Jennifer A. Hoeting

We combine conditioning techniques with sparse grid quadrature rules to develop a computationally efficient method to approximate marginal, but not necessarily univariate, posterio…

stat.AP2018

Improved return level estimation via a weighted likelihood, latent spatial extremes model

Joshua Hewitt, Miranda J. Fix, Jennifer A. Hoeting +1

Uncertainty in return level estimates for rare events, like the intensity of large rainfall events, makes it difficult to develop strategies to mitigate related hazards, like flood…