1 | symviews(x, Y)
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x |
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Y |
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)
{
x <- as.matrix(x)
tem <- seq(0.1, 1, 0.1)
bols <- lsfit(x, Y)$coef
fit <- x %*% bols[-1]
temx <- x[fit > median(fit), ]
temy <- Y[fit > median(fit)]
out <- cov.mcd(temx)
center <- out$center
cov <- out$cov
rd2 <- mahalanobis(temx, center, cov)
for (i in 1:10) {
val <- quantile(rd2, tem[i])
bhat <- lsfit(temx[rd2 <= val, ], temy[rd2 <= val])$coef
ESP <- x %*% bhat[-1]
plot(ESP, Y)
identify(ESP, Y)
print(bhat)
}
}
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