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Duration Models in Politics×Event Data Analysis×
分野Political SciencePolitical Science
系統Regression modelProcess / pipeline
提唱年1972
提唱者David R. Cox (Cox model); popularized in political science by Janet Box-Steffensmeier & Bradford JonesConflict-studies and computational-social-science traditions (McClelland, Schrodt, King)
種類Time-to-event regression modelAutomated coding and analysis of who-did-what-to-whom event records
原典Box-Steffensmeier, J. M., & Jones, B. S. (2004). Event History Modeling: A Guide for Social Scientists. Cambridge University Press. ISBN: 9780521546737Schrodt, P. A. (2012). Precedents, Progress, and Prospects in Political Event Data. International Interactions, 38(4), 546–569. DOI ↗
別名Event history models, Survival models in political science, Hazard models, Time-to-event models in politicsEvent data coding, Political event data, Conflict event data, CAMEO event coding
関連33
概要Duration models — also called event history or survival models — analyze the time until a political event occurs: how long a cabinet lasts before it falls, how long a war runs before it ends, how long a policy takes to be adopted, or how long a regime survives. Rather than asking only whether an event happens, these models ask when, modeling the hazard rate as a function of covariates while correctly handling censored cases that have not yet experienced the event. The Cox proportional hazards model and parametric alternatives such as the Weibull, popularized in political science by Box-Steffensmeier and Jones, form the core toolkit.Event data analysis converts streams of news reports into structured records of political interactions — who did what to whom, when — and aggregates them into time series of cooperation and conflict between actors. Each event is coded as a source actor, an action type drawn from an ontology such as CAMEO, a target actor, and a date. Modern systems extract these events automatically from millions of news stories, enabling near-real-time measurement of interstate and intrastate behavior for forecasting and analysis.
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ScholarGate手法を比較: Duration Models in Politics · Event Data Analysis. 2026-06-25に以下より取得 https://scholargate.app/ja/compare