bhattacharyya: Bhattacharyya Distance, Coefficient and Probability
In immunoClust: immunoClust - Automated Pipeline for Population Detection in Flow Cytometry
Description
Usage
Arguments
Details
Value
Author(s)
Description
Calculates the Bhattacharyya Distance, Coefficient and Probability
Usage
1
2
3
4
5
bhattacharyya.prob(gM,gS, cM,cS, alpha=1)
bhattacharyya.dist(gM, gS, cM, cS)
bhattacharyya.coeff(gM,gS, cM,cS, alpha=1)
Arguments
gM, cM
P-dimensional vector of cluster means
gS, cS
PxP-dimensinal matrix of clusters co-variances
alpha
A value between 0 and 1 used to balance the bhattacharrya
probabilities, coefficients calculated with either the full covariance
matrices or using only the diagonal elements of it.
Details
Calculates the bhattacharyya probabilty, distance or coefficient of the
clusters, i.e. Gaussian distributions. Distance and Coefficient are symetric
for both clusters, whereas the probabity is not.
Value
The Bhattacharyya probability, distance or coefficient
Author(s)
Till Sörensen till-antoni.soerensen@charite.de
immunoClust documentation built on Nov. 8, 2020, 5:19 p.m.
R Package Documentation
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description Usage Arguments Details Value Author(s)
Description
Calculates the Bhattacharyya Distance, Coefficient and Probability
Usage
1 2 3 4 5 | bhattacharyya.prob(gM,gS, cM,cS, alpha=1)
bhattacharyya.dist(gM, gS, cM, cS)
bhattacharyya.coeff(gM,gS, cM,cS, alpha=1)
|
Arguments
gM, cM |
|
gS, cS |
|
alpha |
A value between 0 and 1 used to balance the bhattacharrya probabilities, coefficients calculated with either the full covariance matrices or using only the diagonal elements of it. |
Details
Calculates the bhattacharyya probabilty, distance or coefficient of the clusters, i.e. Gaussian distributions. Distance and Coefficient are symetric for both clusters, whereas the probabity is not.
Value
The Bhattacharyya probability, distance or coefficient
Author(s)
Till Sörensen till-antoni.soerensen@charite.de
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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