ubair 1.1.0
Initial CRAN Submission
Public Release
- First public release of
ubair on CRAN.
- Previous internal versions (pre-CRAN) were used privately or shared
within a specific group.
- The package is intended for use with air quality station measurement
data. These can be obtained for Germany via Air
Quality Data API (UBA) or per request to
immission@uba.de
- Includes the following features:
- Counterfactual analysis: Apply counterfactual
analysis to assess external effects on air quality based on
meteorological data, with support for four models: LightGBM, Random
Forest, Feedforward Neural Network, and Dynamic Regression.
- Data detrending and retrending: Enable users to
remove and reintroduce trends in data as needed.
- Visualization and evaluation: Provide tools for
visualizing and evaluating the results of counterfactual analyses.
- Data preprocessing: Preprocess data to prepare it
for counterfactual analysis.