Methodological contributions to political science — developing and evaluating computational tools for studying networks and texts.
Network Methods
Network Shocks
In Prep · Network analysis, simulation
How do core network mechanisms — homophily, transitivity, preferential attachment — behave differently under exogenous shocks?
Text Methods
Stance Validity
In Prep · LLM annotation, computational text analysis
A critical examination of validity gaps in how LLMs are used to annotate political attitudes.