Helper functions for scads
compute_lfc_stats2(
X,
F,
L,
f0,
D = matrix(rnorm(1000 * k), 1000, ncol(F)),
U = matrix(runif(1000 * k), 1000, ncol(F)),
M = matrix(sample(k, 1000 * k, replace = TRUE), 1000, k) - 1,
lfc.stat = "le",
conf.level = 0.68,
rw = 0.3,
e = 1e-15,
verbose = TRUE
)