Analyzes the impact of external conditions on air quality using counterfactual approaches, featuring methods for data preparation, modeling, and visualization.
| Version: | 1.1.1 |
| 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: | 2025-11-10 |
| 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 |
| Reference manual: | ubair.html ,ubair.pdf |
| Vignettes: | neun_euro_ticket_demonstrator (source,R code) user_sample_1 (source) user_sample_2 (source) user_sample_3 (source) |
| Package source: | ubair_1.1.1.tar.gz |
| Windows binaries: | r-devel:ubair_1.1.1.zip, r-release:ubair_1.1.1.zip, r-oldrel:ubair_1.1.0.zip |
| macOS binaries: | r-release (arm64):ubair_1.1.1.tgz, r-oldrel (arm64):ubair_1.1.1.tgz, r-release (x86_64):ubair_1.1.1.tgz, r-oldrel (x86_64):ubair_1.1.1.tgz |
| Old sources: | ubair archive |
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