NEWS

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ubair 1.1.0 (2025-01-27)

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 [email protected]{.email}
• 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.