probdist | R Documentation |
Distances between probabilities
probdist.l2(x, y) probdist.l1(x, y) probdist.ry(x, y) probdist.kl(x, y) probdist.tv(x, y) probdist.hl(x, y) probdist.bh(x, y) probdist.cd(x, y)
x |
vector of probabilities. |
y |
vector of probabilities. |
Functions to compute distances between probabilities:
lp
: the L^p distance, ||x - y||_p^p for p = 1,2
ry
: the symmetric Renyi divergence of order α = 2
kl
: the symmetrized Kullback-Leibler divergence
tv
: the total variation or L^1 norm
hl
: the (squared) Hellinger distance
bh
: the Bhattacharyya distance
cd
: the Chan-Darwiche distance
The distance between p
and q
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