Linear p-Wasserstein Projections


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Documentation for package ‘WpProj’ version 0.2.1

Help Pages

binary_program_method_options Options For Use With the Binary Program Method
combine.WPR2 A Function to Combine W_p R ^2 Objects
distCompare Compares Optimal Transport Distances Between WpProj and Original Models
HC Run the Hahn-Carvalho Method
L0_method_options Options For Use With the L0 Method
L1_method_options Options For Use With the L1 Method
L1_penalty_options Recognized L1 Penalties
plot-method Plot Function for W_p R^2 Objects
ridgePlot Ridge Plots for a Range of Coefficients
simulated_annealing_method_options Options For Use With the Simulated Annealing Selection Method
stepwise_method_options Options For Use With the Stepwise Selection Method
transport_options Available Wasserstein Distance Methods
wasserstein Calculate Wasserstein distances
WpProj p-Wasserstein Linear Projections
WPR2 W_p R^2 Function to Evaluate Performance
WPR2-method W_p R^2 Function to Evaluate Performance
WPVI p-Wasserstein Variable Importance