README.md

WRI

An R package for the paper “Wasserstein F-tests and confidence bands for the Frechet regression of density response curves”.

Installation

You can install the released version of WRI from CRAN with:

install.packages("WRI")

Example

This is a basic example which shows you how to solve a common problem:

library(WRI)
data(strokeCTdensity)
predictor = strokeCTdensity$predictors
dSup = strokeCTdensity$densitySupport
densityCurves = strokeCTdensity$densityCurve
xpred = predictor[3, ]

res = wass_regress(rightside_formula = ~., Xfit_df = predictor,
Ytype = 'density', Ymat = densityCurves, Sup = dSup)
# compute the density band for the third observation
confidence_Band1 = confidenceBands(res, Xpred_df = xpred, type = 'density')

Main components



Try the WRI package in your browser

Any scripts or data that you put into this service are public.

WRI documentation built on Jan. 13, 2021, 5:08 p.m.