• Network autocorrelation

• QAP and permutation / randomization methods

• ERGM (exponential random graph models, aka p*)

• SIENA

Readings

QAP

• Krackhardt, D. 1988. "Predicting with networks: Nonparametric multiple regression analysis of dyadic data." Social Networks. 10:359-381. [pdf]

SIENA

• Steglich et al 2007. [pdf]
• Tom A.B. Snijders, Christian E.G. Steglich, Gerhard G. van de Bunt. 2008. Introduction to Actor-Based Models for Network Dynamics [pdf]

ERGM

• Faust, K and Skvoretz, J. 2002. Comparing Networks across Space and Time, Size and Species. Sociological Methodology, Vol. 32, (2002), pp. 267-299. [^pdf]
• Garry Robins, Pip Pattison, Yuval Kalish, Dean Lusher, 2007. A Workshop on Exponential Random Graph (p*) Models for Social Networks. [pdf]

Tutorials & Manuals

• Analyzing Social Networks. Hypotheses

• Hanneman & Riddle. Chap. 18

• SIENA manual

Exercises

• Qap & autocorrelation lab
• DeJordy day 9 lab

Data

• data/OpenAnswers.xls
• data/SurveyData.csv
• cities ancestries data

Slides

• Testing Hypotheses

See also

• QAP-based methods