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20202025
most citedLaplace approximation for fast Bayesian inference in generalized additive models based on penalized regression splines

21 citations · 42 across the 7 of their papers we have counts for

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2 papers · 1 filter

stat.ME2024★ 1 cited

A Low-Rank Bayesian Approach for Geoadditive Modeling

Bryan Sumalinab, Oswaldo Gressani, Niel Hens +1

Kriging is an established methodology for predicting spatial data in geostatistics. Current kriging techniques can handle linear dependencies on spatially referenced covariates. Al…

stat.ME2024

Gibbs sampling for Bayesian P-splines

Oswaldo Gressani, Paul H. C. Eilers

P-splines provide a flexible setting for modeling nonlinear model components based on a discretized penalty structure with a relatively simple computational backbone. Under a Bayes…