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distrEx (version 2.9.5)

EmpiricalMVDistribution: Generating function for mulitvariate discrete distribution

Description

Generates an object of class "DiscreteMVDistribution".

Usage

EmpiricalMVDistribution(data, Symmetry = NoSymmetry())

Value

Object of class "DiscreteMVDistribution"

Arguments

data

numeric matrix with data where the rows are interpreted as observations.

Symmetry

you may help R in calculations if you tell it whether the distribution is non-symmetric (default) or symmetric with respect to a center.

Author

Matthias Kohl Matthias.Kohl@stamats.de

Details

The function is a simple utility function providing a wrapper to the generating function DiscreteMVDistribution.

Typical usages are


    EmpiricalMVDistribution(data)
  

Identical rows are collapsed to unique support values. If prob is missing, all elements in supp are equally weighted.

See Also

DiscreteMVDistribution

Examples

Run this code
## generate some data
X <- matrix(rnorm(50), ncol = 5)

## empirical distribution of X
D1 <- EmpiricalMVDistribution(data = X)
support(D1)
r(D1)(10)

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