Hierarchical Mixed Membership Stochastic Blockmodels for Multiple Networks and Experimental Interventions

Authored by: Edoardo M. Airoldi , David M. Blei , Elena A. Erosheva , Stephen E. Fienberg , Tracy M. Sweet , Andrew C. Thomas , Brian W. Junker

Handbook of Mixed Membership Models and Their Applications

Print publication date:  November  2014
Online publication date:  November  2014

Print ISBN: 9781466504080
eBook ISBN: 9781466504097
Adobe ISBN:

10.1201/b17520-29

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Abstract

Quantitative methods for analyzing social networks have primarily focused on either single network statistical models (e.g., Airoldi et al., 2008; Hoff et al., 2002; Wasserman and Pattison, 1996) or summarizing multiple networks with descriptive statistics (e.g., Penuel et al., 2013; Moolenaar et al., 2010; Frank et al., 2004). Many experimental interventions and observational studies however involve several if not many networks.

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