CRAN/E | spNNGP

spNNGP

Spatial Regression Models for Large Datasets using Nearest Neighbor Gaussian Processes

Installation

About

Fits univariate Bayesian spatial regression models for large datasets using Nearest Neighbor Gaussian Processes (NNGP) detailed in Finley, Datta, Banerjee (2022) doi:10.18637/jss.v103.i05, Finley, Datta, Cook, Morton, Andersen, and Banerjee (2019) doi:10.1080/10618600.2018.1537924, and Datta, Banerjee, Finley, and Gelfand (2016) doi:10.1080/01621459.2015.1044091.

Citation spNNGP citation info
www.finley-lab.com/

Key Metrics

Version 1.0.0
R ≥ 3.5.0
Published 2022-06-27 829 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks spNNGP results

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Maintainer

Maintainer

Andrew Finley

Authors

Andrew Finley

aut / cre

Abhirup Datta

aut

Sudipto Banerjee

aut

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

spNNGP archive

Depends

R ≥ 3.5.0
coda
Formula
RANN

Imports

methods