Preprints

Bayesian Inverse Problems on Metric Graphs

Authors: David Bolin, Wenwen Li, Daniel Sanz-Alonso

Incorporating Correlated Nugget Effects in Multivariate Spatial Models: An Application to Argo Ocean Data

Authors: Damilya Saduakhas, David Bolin, Xiaotian Jin, Alexandre B. Simas, Jonas Wallin

rSPDE: tools for statistical modeling using fractional SPDEs

Authors: David Bolin, Alexandre B. Simas

Log-Gaussian Cox Processes on General Metric Graphs

Authors: David Bolin, Damilya Saduakhas, Alexandre B. Simas

A new class of non-stationary Gaussian fields with general smoothness on metric graphs

Authors: David Bolin, Lenin Riera-Segura, Alexandre B. Simas

An explicit link between graphical models and Gaussian Markov random fields on metric graphs

Authors: David Bolin, Alexandre B. Simas, Jonas Wallin

Fast and robust cross-validation-based scoring rule inference for spatial statistics

Authors: Helga Kristín Ólafsdóttir,Holger Rootzén, David Bolin

Wasserstein complexity penalization priors: a new class of penalizing complexity priors

Authors: David Bolin, Alexandre B. Simas, Zhen Xiong

Statistical inference for Gaussian Whittle-Matérn fields on metric graphs

Authors: David Bolin, Alexandre Simas, Jonas Wallin