Computes the euclidean depth of a point or vectors of points with respect to a multivariate data set.
Usage
depthEuclid(u, X, name = "X", ...)
Arguments
u
Numerical vector or matrix whose depth is to be calculated. Dimension has to be the same as that of the observations.
X
The data as a matrix, data frame or list. If it is a matrix or data frame, then each row is viewed as one multivariate observation. If it is a list, all components must be numerical vectors of equal length (coordinates of observations).
name
name for this data set - it will be used on plots from depthproc.
…
currently not supported.
Details
Calculation of Euclidean depth is exact.
Returns the depth of multivariate point u with respect to data set X.