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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About me
About me
Posts
Presenting results from an arbitrary number of models
The combination of tidyr::nest() and purrr:map() can be used to easily fit the same model to different subsets of a single dataframe. There are many tutorials available to help guide you through this process. There are substantially fewer (none I’ve been able to find) that show you how to use these two functions to fit the same model to different features from your dataframe.
publications
BayesPostEst: An R Package to Generate Postestimation Quantities for Bayesian MCMC Estimation
Scogin, Shana, Johannes Karreth, Andreas Beger, and Rob Williams. 2019. "BayesPostEst: An R Package to Generate Postestimation Quantities for Bayesian MCMC Estimation." Journal of Open Source Software 4(42): 1722. doi:10.21105/joss.01722
Under the Roof of Rebels: Civilian Targeting After Territorial Takeover in Sierra Leone
Oswald, Christian, Melanie Sauter, Sigrid Weber, and Rob Williams.* 2020. "Under the Roof of Rebels: Civilian Targeting After Territorial Takeover in Sierra Leone." International Studies Quarterly 64(2): 295–305. doi:10.1093/isq/sqaa009
A Latent Variable Approach to Measuring and Explaining Peace Agreement Strength
Williams, Rob, Daniel J. Gustafson, Stephen E. Gent, and Mark J.C. Crescenzi. 2021. "A Latent Variable Approach to Measuring and Explaining Peace Agreement Strength." Political Science Research and Methods 9(1): 89-105. doi:10.1017/psrm.2019.23
Turning the Lights on to Keep Them in the Fold: How Governments Preempt Secession Attempts
Williams, Rob. 2021. "Turning the Lights on to Keep Them in the Fold: How Governments Preempt Secession Attempts." Conflict management and Peace Science 39(4), 422-446. doi:10.1177/07388942211015242
Teaching Programming Skills in Methods Courses is an Opportunity, not a Burden
Williams, Rob. 2022. "Teaching Programming Skills in Methods Courses is an Opportunity, not a Burden." PS: Political Science & Politics 55(1): 221-224. doi:10.1017/S1049096521001153
They’re Still There, He’s All Gone: American Fatalities in Foreign Wars and Right-Wing Radicalization at Home
McAlexander, Richard J., Michael A. Rubin, and Rob Williams. 2024. "They're Still There, He's All Gone: American Fatalities in Foreign Wars and Right-Wing Radicalization at Home." American Political Science Review 118(3):1577-1583. doi:10.1017/S0003055423000904
Border Barriers and Illicit Trade Flows
Carter, David B., Bailee Donahue, Rob Williams. 2024. "Border Barriers and Illicit Trade Flows." International Studies Quarterly. 68(3). doi:10.1093/isq/sqae094
