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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 | ##---- Should be DIRECTLY executable !! ----
##-- ==> Define data, use random,
##-- or do help(data=index) for the standard data sets.
## The function is currently defined as
function (x, y, tr = 0.2, h = NA)
{
x <- as.matrix(x)
library(MASS)
X <- cbind(x, y)
X <- elimna(X)
np <- ncol(X)
p <- np - 1
x <- X[, 1:p]
x <- as.matrix(x)
y <- X[, np]
if (is.na(h))
h <- length(y) - floor(tr * length(y))
temp <- ltsReg(y ~ x)$coef
START <- temp
coef <- nelderv2(X, np, FN = lts.sub, START = START, h = h)
res <- y - x %*% coef[2:np] - coef[1]
list(coef = coef, residuals = res)
}
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