Wasserstein Regression Inference


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Documentation for package ‘WRI’ version 0.1.0

Help Pages

confidenceBands Confidence Bands for Wasserstein Regression
den2Q_qd convert density function to quantile and quantile density function
globalFtest global F test for Wasserstein regression
partialFtest partial F test for Wasserstein regression
print.summary.WRI print the summary of WRI object
quan2den_qd convert density function to quantile and quantile density function
simulate_quantile_curves Simulate quantile curves
strokeCTdensity Stroke data: clinical, radiological scalar variables and density curves of the hematoma of 393 stroke patients
summary.WRI Summary Function of Wasserstein Regression Model
wass_R2 Compute Wasserstein Coefficient of Determination
wass_regress Perform Frechet Regression with the Wasserstein Distance