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. 2020 Dec 3;22(4):bbaa290. doi: 10.1093/bib/bbaa290

Table 5 .

Test procedures for identifying differential associations available in NetCoMi. Fisher’s z-test and the Discordant method are based on correlations that are Fisher-transformed into z-values. These two methods are thus not suitable for the other association measures included in NetCoMi.

Test method Originally designed for... In NetCoMi used for...
Fisher’s z-test Correlation Correlation
Non-parametric test [105] “connectivity scores”[105]: Inline graphic Correlation Inline graphic Partial correlation Inline graphic Partial least squares based scores Inline graphic Correlation Inline graphic Proportionality (due to its similarity to correlations) Inline graphic Conditional dependence / partial correlations
Discordant method [106] Correlation Correlation