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Process / pipelineDyadic network inference

Quadratic Assignment Procedure

The quadratic assignment procedure (QAP) is a permutation-based method for testing the association between two relational matrices measured on the same set of actors — for example, whether who advises whom is correlated with who is friends with whom. Because the dyads in a network are not independent, ordinary correlation and regression give invalid p-values; QAP fixes this by comparing the observed matrix correlation to a reference distribution generated by randomly relabeling the nodes of one matrix many times.

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Vyanzo

  1. Krackhardt, D. (1988). Predicting with networks: Nonparametric multiple regression analysis of dyadic data. Social Networks, 10(4), 359–381. DOI: 10.1016/0378-8733(88)90004-4
  2. Hubert, L., & Schultz, J. (1976). Quadratic assignment as a general data analysis strategy. British Journal of Mathematical and Statistical Psychology, 29(2), 190–241. DOI: 10.1111/j.2044-8317.1976.tb00714.x

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 22). Quadratic Assignment Procedure (QAP) for Network Correlation. ScholarGate. https://scholargate.app/sw/sociology/quadratic-assignment-procedure

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Imerejelewa na

ScholarGateQuadratic Assignment Procedure (Quadratic Assignment Procedure (QAP) for Network Correlation). Imepatikana 2026-06-24 kutoka https://scholargate.app/sw/sociology/quadratic-assignment-procedure · Seti ya data: https://doi.org/10.5281/zenodo.20539026