Skip to content

SSNbayes

Bayesian Spatio-Temporal Analysis in Stream Networks

v0.0.3 · Dec 3, 2023 · GPL-2

Description

Fits Bayesian spatio-temporal models and makes predictions on stream networks using the approach by Santos-Fernandez, Edgar, et al. (2022)."Bayesian spatio-temporal models for stream networks". <arXiv:2103.03538>. In these models, spatial dependence is captured using stream distance and flow connectivity, while temporal autocorrelation is modelled using vector autoregression methods.

Downloads

284

Last 30 days

14640th

695

Last 90 days

2.5K

Last year

Trend: +26.8% (30d vs prior 30d)

CRAN Check Status

2 NOTE
12 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (2 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Edgar Santos-Fernandez <santosfe@qut.edu.au>’

The Description field contains
  <arXiv:2103.03538>. In these models, spatial dependence is captured
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Edgar Santos-Fernandez <santosfe@qut.edu.au>’

The Description field contains
  <arXiv:2103.03538>. In these models, spatial dependence is captured
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Edgar Santos-Fernandez <santosfe@qut.edu.au>’

The Description field contains
  <arXiv:2103.03538>. In these models, spatial dependence is captured
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Edgar Santos-Fernandez <santosfe@qut.edu.au>’

The Description field contains
  <arXiv:2103.03538>. In these models, spatial dependence is captured
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Dependency Network

Dependencies Reverse dependencies plyr dplyr rstan sf SSN2 SSNbayes

Version History

new 0.0.3 Mar 10, 2026
updated 0.0.3 ← 0.0.2 diff Dec 2, 2023
updated 0.0.2 ← 0.0.1 diff Dec 12, 2022
new 0.0.1 Oct 21, 2021