20 References

ACLED. 2015. “Armed Conflict Location and Event Data Project (ACLED).” https://acleddata.com/data-export-tool/.
Asal, Victor H., and R. Karl Rethemeyer. 2016. “Big Allied and Dangerous (BAAD).” https://www.start.umd.edu/about-baad.
Barabasi, Albert-Laszlo. 2003. Linked: How Everything Is Connected to Everything Else and What It Means for Business, Science, and Everyday Life. 1st ed. New York, NY: Plume Books.
Bellotti, Elisa. 2015. Qualitative Networks: Mixed Methods in Sociological Research. 1st ed. London, UK: Routledge.
Bojanowski, Michal. 2021. Isnar: Introduction to Social Network Analysis with r.
Borgatti, S., M. Everett, and L. Freeman. 2002. Ucinet for Windows: Software for Social Network Analysis. Harvard, MA: Analytic Technologies.
Bryan, Jennifer, and STAT 545 TAs. 2018. “STAT 545: Data Wrangling, Exploration, and Analysis with r.” https://stat545.com/.
Butts, Carter T. 2020. Sna: Tools for Social Network Analysis. https://CRAN.R-project.org/package=sna.
Callaghan, Christopher, Daniel Cunningham, and Sean Everton. 2017. “Geospatial and Social Network Causes of Group Violence.”
Carley, Kathleen. 1994. “Extracting Culture Through Textual Analysis.” Poetics, 291–312.
Csardi, Gabor, and Tamas Nepusz. 2006. “The Igraph Software Package for Complex Network Research.” InterJournal Complex Systems: 1695. https://igraph.org.
Cunningham, Daniel, Sean F. Everton, and Kristen Tsolis. 2017. “Exploring the Spatial and Social Networks of Transnational Rebellions in Africa.” In African Border Disorders, edited by Olivier Walther and Wiliam Miles, 1st ed. London, UK: Routledge.
Dekker, David, David Krackhardt, and Tom A. B. Snijders. 2007. “Sensitivity of MRQAP Tests to Collinearity and Autocorrelation Conditions.” Psychometrika 72: 563–81.
Diesner, Jana. 2013. “From Texts to Networks: Detecting and Managing the Impact of Methodological Choices for Extracting Network Data from Text Data.” Kuenstliche Intelligenz Journal 27 (1): 75–78.
Diesner, Jana, and Kathleen Carley. 2008. “Conditional Random Fields for Entity Extraction and Ontological Text Coding.” Computational and Mathematical Organizational Theory 14 (3): 248–62.
Diesner, Jana, Kathleen Carley, and L Tambayong. 2012. “Mapping Socio-Cultural Networks of Sudan from Open-Source, Large-Scale Text Data.” Computational and Mathematical Organizational Theory 18 (3): 328–39.
Domagalski, Rachel, Zachary P. Neal, and Bruce Sagan. 2021. Backbone: An r Package for Extracting the Backbone of Bipartite Projections.” PLoS ONE 16 (1): e0244363. https://doi.org/10.1371/journal.pone.0244363.
Doreian, Patrick. 2001. “Causality in Social Network Analysis.” Sociological Methods & Social Networks 31 (1): 81–114.
Felix, Marc, and Charles Meur. 2001. “People’s Atlas of Africa.” Harvard Worldmap. {https://worldmap.harvard.edu/data/geonode:etnicity_felix}.
Gerdes, Luke M. 2015. Illuminating Dark Networks: The Study of Clandestine Groups and Organizations. 1st ed. New York, NY: Cambridge University Press.
Gill, Paul, Jeongyoon Lee, Karl Rethemeyer, John Horgan, and Victor Asal. 2014. “Lethal Connections: The Determinants of Network Connections in the Provisional Irish Republican Army, 1970-1998.” International Interactions 40 (1): 52–78.
Handcock, Mark S., David R. Hunter, Carter T. Butts, Steven M. Goodreau, Pavel N. Krivitsky, and Martina Morris. 2021. Ergm: Fit, Simulate and Diagnose Exponential-Family Models for Networks. The Statnet Project (https://statnet.org). https://CRAN.R-project.org/package=ergm.
Harris, Jenine K. 2013. An Introduction to Exponential Random Graph Modeling. 1st ed. Thousand Oaks, CA: SAGE Publications, Inc.
Hubert, Lawrence, and James Schultz. 1976. “Quadratic Assignment as a General Data Analysis Strategy.” British Journal of Mathematical and Statistical Psychology 29: 190–241.
Hunter, David R., Mark S. Handcock, Carter T. Butts, Steven M. Goodreau, and Martina Morris. 2008. “Ergm: A Package to Fit, Simulate and Diagnose Exponential-Family Models for Networks.” Journal of Statistical Software 24 (3): 1–29.
Katz, Leo. 1957. “Probability Distributions of Random Variables Associated with a Structure of the Sample Space of Sociometric Investigations.” Annals of Mathematical Statistics, no. 2: 442–48.
Krackhardt, David. 1987a. “Cognitive Social Structures.” Social Networks 9 (2): 109–34. https://doi.org/https://doi.org/10.1016/0378-8733(87)90009-8.
———. 1987b. “QAP Partialling as a Test of Spuriosness.” Social Networks 9.
———. 1988. “Predicting with Networks: Nonparametric Multiple Regression Analysis on Dyadic Data.” Social Networks 10: 359–81.
———. 1992. “A Caveat on the Use of the Quadratic Assignment Procedure.” Journal of Quantitative Anthropology 3: 279–96.
———. 1994. “Graph Theoretical Dimensions of Informal Organizations.” In Computational Organization Theory, edited by K. M. Carley and M. J. Prietula, 89–111. Hillsdale, NJ: Lawrence Erlbaum; Associates.
Lusher, Dean, Johan H. Koskinen, and Garry Robins. 2013. Exponential Random Graph Models for Social Networks. New York, NY: Cambridge University Press.
Mantel, Nathan. 1967. “The Detection of Disease Clustering and a Generalized Regression Model.” Cancer Research 27: 209–20.
Matthews, Luke, Jeffrey Edmonds, Wesley Wildman, and Charles Nunn. 2013. “Cultural Inheritance or Cultural Diffusion of Religious Violence? A Quantitative Case Study of the Radical Reformation.” Religion, Brain & Behaviour 3 (1): 3–15.
McPherson, Miller, Lynn Smith-Lovin, and James M Cook. 2001. “Birds of a Feather: Homophily in Social Networks.” Annual Review of Sociology 27 (1): 415–44. https://doi.org/10.1146/annurev.soc.27.1.415.
Pfeffer, Juergen, and Kathleen Carley. 2012. “Rapid Modeling and Analyzing Networks Extracted from Pre-Structured New Articles.” Computational and Mathematical Organizational Theory 18: 280–99.
Raleigh, Clionadh, and Caitriona Dowd. 2015. “Armed Conflict Location and Event Data Project (ACLED) Codebook.” ACLED.
Robins, Garry. 2015. Doing Social Network Research: Network-Based Research Design for Social Scientists. 1st ed. SAGE Publications, Inc. https://methods.sagepub.com/book/doing-social-network-research.
Robins, Gary L. 2013. “A Tutorial on Methods of the Modeling and Analysis of Social Network Data.” Journal of Mathematical Psychology 57: 261–74.
Robinson, David, and Julia Silge. 2017. Text Mining with r: A Tidy Approach. O’Reilly Media, Inc.
Rule, Alix, Jean-Philippe Cointet, and Peter S. Bearman. 2015. “Lexical Shifts, Substantive Changes, and Continuity in State of the Union Discourse, 1790–2014.” PNAS 112 (35): 10837–44.
Shadish, William R., Thomas D. Cook, and Donald T. Campbell. 2002. Experimental and Quasi-Experimental Designs for Generalized Causal Inference. Boston, MA: Houghton Mifflin Co,.
Shalizi, Cosma Rohilla, and Andrew C. Thomas. 2011. “Homophily and Contagion Are Generically Confounded in Observational Social Network Studies.” Sociological Methods & Research 40 (2): 211–39. https://doi.org/10.1177/0049124111404820.
TRAC. 2016. “Terrorism Research and Analysis Consortium (TRAC).” www.trackingterrorism.org.
Valente, Thomas. 1995. Network Models of the Diffusion of Innovations. New York, NY: Hampton Press Inc.
Wickham, Hadley. 2019. Advanced r. 12th ed. Paperback; Chapman; Hall/CRC. https://adv-r.hadley.nz/.
Wickham, Hadley, and Garrett Grolemund. 2017. R for Data Science: Import, Tidy, Transform, Visualize, and Model Data. 1st ed. Paperback; O’Reilly Media. http://r4ds.had.co.nz/.