Package: ubair 1.1.1

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.

Authors:Raphael Franke [aut], Imke Voss [aut, cre]

ubair_1.1.1.tar.gz
ubair_1.1.1.zip(r-4.7)ubair_1.1.1.zip(r-4.6)ubair_1.1.1.zip(r-4.5)
ubair_1.1.1.tgz(r-4.6-any)ubair_1.1.1.tgz(r-4.5-any)
ubair_1.1.1.tar.gz(r-4.7-any)ubair_1.1.1.tar.gz(r-4.6-any)
ubair_1.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ubair/json (API)

# Install 'ubair' in R:
install.packages('ubair', repos = c('https://imke-kilab.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.34 score 11 scripts 155 downloads 21 exports 50 dependencies

Last updated from:74919330ae. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK202
source / vignettesOK321
linux-release-x86_64OK208
macos-release-arm64OK194
macos-oldrel-arm64OK189
windows-develOK170
windows-releaseOK146
windows-oldrelOK159
wasm-releaseOK131

Exports:calc_performance_metricscalc_summary_statisticsclean_datacopy_default_paramsdetrendestimate_effect_sizeget_meteo_availableload_paramsload_uba_data_from_dirplot_counterfactualplot_station_measurementsprepare_data_for_modellingrescale_predictionsretrend_predictionsrun_counterfactualrun_dynamic_regressionrun_fnnrun_lightgbmrun_rfscale_datasplit_data_counterfactual

Dependencies:clicolorspacecpp11data.tabledplyrfarverforecastfracdiffgenericsggplot2gluegtableisobandjsonlitelabelinglatticelifecyclelightgbmlmtestlubridatemagrittrMatrixnlmennetpillarpkgconfigpurrrR6rangerRColorBrewerRcppRcppArmadilloRcppEigenrlangS7scalesstringistringrtibbletidyrtidyselecttimechangetimeDateurcautf8vctrsviridisLitewithryamlzoo

neun_euro_ticket_demonstrator
Rendered fromneun_euro_ticket_demonstrator.Rmdusingknitr::rmarkdown

Last update: 2025-11-10
Started: 2025-11-10

user_sample_1
Load data for one station and run counterfactual | Prerequisites | Steps
Rendered fromuser_sample_1.Rmdusingknitr::rmarkdown

Last update: 2025-01-27
Started: 2025-01-27

user_sample_2
Rendered fromuser_sample_2.Rmdusingknitr::rmarkdown

Last update: 2025-01-27
Started: 2025-01-27

user_sample_3
Prerequisites | Steps
Rendered fromuser_sample_3.Rmdusingknitr::rmarkdown

Last update: 2025-01-27
Started: 2025-01-27