1 | essp(x, Y, M = 50)
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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 | ##---- 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, M = 50)
{
x <- as.matrix(x)
tval <- M/100
out <- cov.mcd(x)
center <- out$center
cov <- out$cov
rd2 <- mahalanobis(x, center, cov)
val <- quantile(rd2, (1 - tval))
bhat <- lsfit(x[rd2 <= val, ], Y[rd2 <= val])$coef
ESP <- x %*% bhat[-1]
plot(ESP, Y)
identify(ESP, Y)
return(bhat[-1])
}
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