Package: BRRAT 0.0.2

Matt Gibbs

BRRAT: Bayesian Regression Robustness Assessment Test

Tests for a linear relationship in the log ratio between an observed and simulated series and an independent variable. Typically this the error in modelled streamflow at an annual time scale, and a rainfall input. The approach allows for multiple sites as random factors and for multiple replicates of the simulated values. The approach is outlined in Gibbs et al. (2026) Hydrological Processes, 40(4) e70525.

Authors:Matt Gibbs [aut, cre]

BRRAT_0.0.2.tar.gz
BRRAT_0.0.2.zip(r-4.7)BRRAT_0.0.2.zip(r-4.6)BRRAT_0.0.2.zip(r-4.5)
BRRAT_0.0.2.tgz(r-4.6-x86_64)BRRAT_0.0.2.tgz(r-4.6-arm64)BRRAT_0.0.2.tgz(r-4.5-x86_64)BRRAT_0.0.2.tgz(r-4.5-arm64)
BRRAT_0.0.2.tar.gz(r-4.7-arm64)BRRAT_0.0.2.tar.gz(r-4.7-x86_64)BRRAT_0.0.2.tar.gz(r-4.6-arm64)BRRAT_0.0.2.tar.gz(r-4.6-x86_64)
manual.pdf |manual.html✨
card.svg |card.png
BRRAT/json (API)
NEWS

# Install 'BRRAT' in R:

install.packages('BRRAT', repos = c('https://csiro.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/csiro/hydro_brrat_package/issues

Uses libs:

c++– GNU Standard C++ Library v3

On CRAN:

cpp

3.48 score 1 stars 3 scripts 550 downloads 5 exports 50 dependencies

Last updated from:21658d3f59. Checks:12 OK, 1 FAIL. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	303
linux-devel-x86_64	OK	308
source / vignettes	OK	303
linux-release-arm64	OK	290
linux-release-x86_64	OK	299
macos-release-arm64	OK	198
macos-release-x86_64	OK	543
macos-oldrel-arm64	OK	270
macos-oldrel-x86_64	OK	465
windows-devel	OK	351
windows-release	OK	375
windows-oldrel	OK	364
wasm-release	FAIL	168

Exports:BRRAT export_BRRAT_csv plot_BRRAT_by_id plot_BRRAT_population summarise_BRRAT

Dependencies:abind backports BH callr checkmate cli cpp11 desc distributional dplyr farver generics ggplot2 glue gridExtra gtable inline isoband labeling lifecycle loo magrittr MASS matrixStats numDeriv pillar pkgbuild pkgconfig posterior processx ps QuickJSR R6 RColorBrewer Rcpp RcppEigen RcppParallel rlang rstan rstantools S7 scales StanHeaders tensorA tibble tidyselect utf8 vctrs viridisLite withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
The 'BRRAT' package.	BRRAT-package
Bayesian Regression Robustness Assessment Test	BRRAT
Export global and per-site summaries to CSV	export_BRRAT_csv
Per-site partial-pooling lines and credible bands	plot_BRRAT_by_id
Population-level line and credible band	plot_BRRAT_population
Summarise population and site-level posterior summaries	summarise_BRRAT