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. Author manuscript; available in PMC: 2021 Nov 12.
Published in final edited form as: ACM BCB. 2021 Aug;2021:24. doi: 10.1145/3459930.3469523

Table 2:

Formulas for distance measures implemented in minicore. Let Xi, Yi denote the ith observation (gene) for cells X and Y. Let X^i and Y^i denote the scaled (normalized by total cell-wide count) version of this entry. These all belong to the class of Bregman divergences, except the JSD which is a convex combination of Bregman divergences.

Name Abbreviation Formula
Squared Euclidean SQE i(XiYi)2
Kullbeck-Liebler Divergence KLD iX^i×logX^iY^i
Jensen-Shannon Divergence JSD 12×(KLD(X,X+Y2)+KLD(Y,X+Y2))
Bhattacharyya Metric BATMET 1X·Y