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. 2016 Jul 24;63(4):379–388. doi: 10.1093/cz/zow083

Table 2.

Calculation details for the growth PA and the TC effects

Model Formula Description
Preferential attachment (PA) PA(i)=jxijhxhj Analyses the popularity of each individual. This effect reflects individual preference for links with popular individuals (i.e., individuals with the highest degrees receive more incoming links). PA(i) is defined, for individual i, as the number of relations received by individual j, to whom i is linked. Here xij in {0, 1} denotes a link between i and j.
Triadic closure (TC) TC(i)=j,hxijxihxjh Analyses the transitivity of the connection pattern for each individual. This describes the « friends of my friends are my friends » phenomenon. TC(i) is the number of transitive patterns including individual i in the network, that is, i is linked to j and h, which are also linked together. Here xij in {0, 1} denotes a link between i and j.