Fair Data Adaptation with Quantile Preservation

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Documentation for package ‘fairadapt’ version 0.2.7

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

adaptedData	Convenience function for returning adapted data
adaptedData.fairadapt	Convenience function for returning adapted data
adaptedData.fairadaptBoot	Convenience function for returning adapted data
compas	COMPAS dataset.
computeQuants	Compute Quantiles generic for the Quantile Learning step.
fairadapt	Fairadapt
fairadaptBoot	Fairadapt Boostrap wrapper
fairTwins	Fair Twin Inspection convenience function.
gov_census	Census information of US government employees.
graphModel	Obtaining the graphical causal model (GCM)
linearQuants	Quantile Engine Constructor for the Quantile Learning step.
mcqrnnQuants	Quantile Engine Constructor for the Quantile Learning step.
predict.fairadapt	Prediction function for new data from a saved 'fairadapt' object.
predict.fairadaptBoot	Prediction function for new data from a saved 'fairadaptBoot' object.
quantFit	Quality of quantile fit statistics.
rangerQuants	Quantile Engine Constructor for the Quantile Learning step.
uni_admission	University admission data of 1,000 students.
visualizeGraph	Visualize Graphical Causal Model