Description Usage Arguments Value Author(s) References See Also Examples
Computes the classical estimates of multivariate location and scatter.
Returns an S4 class CovClassic
with the estimated center
,
cov
, Mahalanobis distances and weights based on these distances.
1 2 | CovClassic(x, unbiased=TRUE)
Cov(x, unbiased=TRUE)
|
x |
a matrix or data frame. As usual, rows are observations and columns are variables. |
unbiased |
whether to return the unbiased estimate of
the covariance matrix. Default is |
An object of class "CovClassic"
.
Valentin Todorov valentin.todorov@chello.at
Todorov V & Filzmoser P (2009), An Object Oriented Framework for Robust Multivariate Analysis. Journal of Statistical Software, 32(3), 1–47. URL http://www.jstatsoft.org/v32/i03/.
1 2 3 4 5 6 | data(hbk)
hbk.x <- data.matrix(hbk[, 1:3])
cv <- CovClassic(hbk.x)
cv
summary(cv)
plot(cv)
|
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