transitivity_bu.m 544 B

1234567891011121314151617181920
  1. function [C_tri]=transitivity_bu(A)
  2. %TRANSITIVITY_BU Transitivity
  3. %
  4. % T = transitivity_bu(A);
  5. %
  6. % Transitivity is the ratio of 'triangles to triplets' in the network.
  7. % (A classical version of the clustering coefficient).
  8. %
  9. % Input: A binary undirected connection matrix
  10. %
  11. % Output: T transitivity scalar
  12. %
  13. % Reference: e.g. Humphries et al. (2008) Plos ONE 3: e0002051
  14. %
  15. %
  16. % Alexandros Goulas, Maastricht University, 2010
  17. C_tri = trace(A^3) / (sum(sum(A^2)) - trace(A^2));
  18. return;