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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.

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.