ramps: Bayesian Geostatistical Modeling with RAMPS

Bayesian geostatistical modeling of Gaussian processes using a reparameterized and marginalized posterior sampling (RAMPS) algorithm designed to lower autocorrelation in MCMC samples. Package performance is tuned for large spatial datasets.

Getting started

Package details

AuthorBrian J Smith [aut, cre], Jun Yan [aut], Mary Kathryn Cowles [aut]
MaintainerBrian J Smith <brian-j-smith@uiowa.edu>
LicenseGPL-2
Version0.6.18
URL https://www.jstatsoft.org/v25/i10
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("ramps")

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ramps documentation built on March 31, 2023, 9:08 p.m.