probdist {stagedtrees} | R Documentation |
Distances between probabilities
Description
Distances between probabilities
Usage
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)
Arguments
x |
vector of probabilities. |
y |
vector of probabilities. |
Details
Functions to compute distances between probabilities:
-
lp
: theL^p
distance,||x - y||_p^p
forp = 1,2
-
ry
: the symmetric Renyi divergence of order\alpha = 2
-
kl
: the symmetrized Kullback-Leibler divergence -
tv
: the total variation orL^1
norm -
hl
: the (squared) Hellinger distance -
bh
: the Bhattacharyya distance -
cd
: the Chan-Darwiche distance
Value
The distance between p
and q
[Package stagedtrees version 2.3.0 Index]