spNNGP

Spatial Regression Models for Large Datasets using Nearest Neighbor Gaussian Processes

v1.0.1 · Sep 23, 2024 · GPL (>= 2)

Description

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>.

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14 OK

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Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	61.4s
r-devel-linux-x86_64-debian-gcc	OK	43.4s
r-devel-linux-x86_64-fedora-clang	OK	97.4s
r-devel-linux-x86_64-fedora-gcc	OK	92.8s
r-devel-macos-arm64	OK	17s
r-devel-windows-x86_64	OK	103s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	52s
r-oldrel-windows-x86_64	OK	110s
r-patched-linux-x86_64	OK	56.4s
r-release-linux-x86_64	OK	52.3s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	46s
r-release-windows-x86_64	OK	97s

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

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cobin

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Version History

new 1.0.1 Mar 10, 2026

updated 1.0.1 ← 1.0.0 diff Sep 22, 2024

updated 1.0.0 ← 0.1.8 diff Jun 26, 2022

updated 0.1.8 ← 0.1.7 diff May 23, 2022

updated 0.1.7 ← 0.1.6 diff Mar 16, 2022

updated 0.1.6 ← 0.1.5 diff Sep 19, 2021

updated 0.1.5 ← 0.1.4 diff Feb 16, 2021

updated 0.1.4 ← 0.1.3 diff Mar 29, 2020

updated 0.1.3 ← 0.1.2 diff Jan 29, 2020

updated 0.1.2 ← 0.1.1 diff Sep 2, 2019

updated 0.1.1 ← 0.1.0 diff Jul 21, 2017

new 0.1.0 Jul 15, 2017