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ubair: Effects of External Conditions on Air Quality

Analyzes the impact of external conditions on air quality using counterfactual approaches, featuring methods for data preparation, modeling, and visualization.

Version: 1.1.0
Depends: R (≥ 4.4.0)
Imports: rlang, data.table, dplyr, ggplot2, forecast, lubridate, tidyr, yaml, ranger, lightgbm
Suggests: testthat (≥ 3.0.0), deepnet, fastshap, treeshap, shapviz, knitr, rmarkdown
Published: 2025-01-27
DOI: 10.32614/CRAN.package.ubair
Author: Raphael Franke [aut], Imke Voss [aut, cre]
Maintainer: Imke Voss <imke.voss at uba.de>
License: GPL (≥ 3)
URL: https://gitlab.opencode.de/uba-ki-lab/ubair
NeedsCompilation: no
Materials: README NEWS
CRAN checks: ubair results

Documentation:

Reference manual: ubair.pdf
Vignettes: user_sample_1 (source)
user_sample_2 (source)
user_sample_3 (source)

Downloads:

Package source: ubair_1.1.0.tar.gz
Windows binaries: r-devel: not available, r-release: ubair_1.1.0.zip, r-oldrel: not available
macOS binaries: r-release (arm64): ubair_1.1.0.tgz, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available

Linking:

Please use the canonical form https://CRAN.R-project.org/package=ubair to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.