gfiQuantile: Fiducial quantiles

In gfilinreg: Generalized Fiducial Inference for Low-Dimensional Robust Linear Regression

Description

Quantiles of the fiducial distribution of a parameter of interest.

Usage

gfiQuantile(parameter, fidsamples, probs)

Arguments

parameter	a right-sided formula defining the parameter of interest
fidsamples	fiducial samples, the output of gfilinreg or gfilinregPredictive
probs	numeric vector of probabilities

Value

Numeric vector of quantiles, of the same length as probs.

Examples

set.seed(666L)
dat <- data.frame(
  group = gl(2, 15), 
  y = c(2*rlogis(15L), 10 + 2*rlogis(15L))
)
gfi <- gfilinreg(
  y ~ 0 + group, distr = "logistic", data = dat, L = 30L, nthreads = 2L
)
gfiQuantile(~ group1 - group2, gfi, c(25, 50, 75)/100)

gfilinreg documentation built on March 17, 2021, 1:06 a.m.