matddlppar: Matrix of distances between discrete probability densities...

In dad: Three-Way / Multigroup Data Analysis Through Densities

Matrix of distances between discrete probability densities given the probabilities on their common support

Description

Computes the matrix of the L^p distances between several multivariate or univariate discrete probability distributions on the same support (which can be a Cartesian product of q sets), given the probabilities of the states (which are q-tuples) of the support.

Usage

matddlppar(freq, p = 1)

Arguments

freq	list of arrays. Their dim attribute is a vector with length q, its elements containing the numbers of levels of the sets. Each array contains the probabilities of the discrete distribution on the same support.
p	integer. Parameter of the distance.

Value

Positive symmetric matrix whose order is equal to the number of distributions, consisting of the pairwise L^p distances between these distributions.

Author(s)

Rachid Boumaza, Pierre Santagostini, Smail Yousfi, Sabine Demotes-Mainard

References

Deza, M.M. and Deza E. (2013). Encyclopedia of distances. Springer.

See Also

ddlppar.

matddlp for discrete probability distributions which are estimated from samples.

dad documentation built on Aug. 30, 2023, 5:06 p.m.