## ----include = FALSE----------------------------------------------------------
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>"
)

## ----setup--------------------------------------------------------------------
library(BagWhiskerPlot)

## -----------------------------------------------------------------------------
set.seed(1)
n <- 200
clean <- mvrnorm(n, mu = c(0, 0), Sigma = matrix(c(1, 0.6, 0.6, 1), 2))

contam_frac1 <- 0.10
k1 <- floor(n * contam_frac1)
contam1 <- cbind(rnorm(k1, 6, 1), rnorm(k1, -6, 1))
dat_clean <- clean
dat_cont1 <- clean
dat_cont1[1:k1, ] <- contam1

bag_whisker(dat_clean, type1 = 'FDR', q = 0.1, main = "Clean")
bag_whisker(dat_cont1, type1 = 'FDR', q = 0.1,
            main = paste0("Contaminated ", contam_frac1 * 100, "%"))