MultivariateStatistics`

MultivariateStatistics`

MultivariateMedianDeviation

MultivariateMedianDeviation[matrix]

gives the median Euclidean distance from the median of the elements in matrix.

Details and Options

To use MultivariateMedianDeviation, you first need to load the Multivariate Statistics Package using Needs["MultivariateStatistics`"].
MultivariateMedianDeviation is a univariate measure of median deviation for multivariate data.
The multivariate median deviation is given by the median of the list {Norm[x₁-],Norm[x₂-],…}, where matrix={x₁,x₂,…,x_n} and is the median of matrix.
The following option can be given:
MedianMethod Median the median to use
Valid settings for MedianMethod are Median, SimplexMedian, ConvexHullMedian, and SpatialMedian.

Examples

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Basic Examples (1)

Multivariate median deviation for bivariate data:

Options (1)

MedianMethod (1)

Multivariate median deviation using a simplex median:

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