1 | tvreg(x, Y, ii = 1)
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Y |
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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 25 26 | ##---- 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, ii = 1)
{
x <- as.matrix(x)
out <- cov.mcd(x)
center <- out$center
cov <- out$cov
rd2 <- mahalanobis(x, center, cov)
labs <- c("90%", "80%", "70%", "60%", "50%", "40%", "30%",
"20%", "10%", "0%")
tem <- seq(0.1, 1, 0.1)
for (i in ii:10) {
val <- quantile(rd2, tem[i])
b <- lsfit(x[rd2 <= val, ], Y[rd2 <= val])$coef
FIT <- x %*% b[-1] + b[1]
plot(FIT, Y)
abline(0, 1)
title(labs[i])
identify(FIT, Y)
print(b)
}
}
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