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Supplementary material to the paper Fast and Scalable Inference for Spatial Extreme Value Models by Chen, Ramezan and Lysy.

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SI_for_fast_inference_spatial_GEV

This repository provides the Supplementary material (SI) for the paper Fast and Scalable Inference for Spatial Extreme Value Models by Chen, Ramezan and Lysy. To download the R/C++ package for model fitting, please go to the software repository SpatialGEV.

Descriptions of files in this repository:

  • paper_code.pdf: PDF document of the SI.

  • scripts/paper_code.rmd: RMarkdown file for generating the PDF document of the SI.

  • scripts/*.R: R scripts sourced in the SI code.

  • scripts/model_abs_spde.hpp: Example model template file.

  • scripts/references.bib: Referenced papers in the SI.

  • scripts/rda_files: RData files of saved results from running the SI code.

  • scripts/j22_Rscripts: R scripts used for model comparisons.

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Supplementary material to the paper Fast and Scalable Inference for Spatial Extreme Value Models by Chen, Ramezan and Lysy.

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