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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")
#> [1] "Warning: lambda_stat is infinite or zero, or no rejections in multiple testing procedure."
#> [1] "lambda_stat recomputed to contain all data points: 3.05566"
#> [1] "Factor lambda: 3.05566"
bag_whisker(dat_cont1, type1 = 'FDR', q = 0.1,
main = paste0("Contaminated ", contam_frac1 * 100, "%"))
#> [1] 2.240056
#> [1] "Factor lambda: 2.43645"
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