Multivariate Outlier Explanations using Shapley Values and Mahalanobis Distances

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Documentation for package ‘ShapleyOutlier’ version 0.1.1

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

Help Pages

MOE	Detecting cellwise outliers using Shapley values based on local outlyingness.
new_shapley	Class constructor for class 'shapley'.
new_shapley_algorithm	Class constructor for class 'shapley_algorithm'.
new_shapley_interaction	Class constructor for class 'shapley_interaction'.
plot.shapley	Barplot of Shapley values
plot.shapley_algorithm	Barplot and tileplot of Shapley values.
plot.shapley_interaction	Plot of Shapley interaction indices
print.shapley	Print function for class 'shapley'.
print.shapley_algorithm	Print function for class 'shapley_algorithm'.
print.shapley_interaction	Print function for class 'shapley_interaction'.
SCD	Detecting cellwise outliers using Shapley values.
shapley	Decomposition of squared Mahalanobis distance using Shapley values.
shapley_interaction	Decomposition of squared Mahalanobis distance using Shapley interaction indices.
WeatherVienna	Weather data from Vienna