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Duration Models in Politics×Cox proportional hazards×
Lĩnh vựcPolitical ScienceDịch tễ học
HọRegression modelProcess / pipeline
Năm ra đời19721972
Người khởi xướngDavid R. Cox (Cox model); popularized in political science by Janet Box-Steffensmeier & Bradford JonesSir David Roxbee Cox
LoạiTime-to-event regression modelSemi-parametric regression model
Công trình gốcBox-Steffensmeier, J. M., & Jones, B. S. (2004). Event History Modeling: A Guide for Social Scientists. Cambridge University Press. ISBN: 9780521546737Cox, D. R. (1972). Regression models and life-tables. Journal of the Royal Statistical Society: Series B (Methodological), 34(2), 187–202. DOI ↗
Tên gọi khácEvent history models, Survival models in political science, Hazard models, Time-to-event models in politicsCox regression, Cox PH model, proportional hazards model, CPH
Liên quan35
Tóm tắtDuration 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.The Cox proportional hazards model is a semi-parametric regression method that estimates the effect of one or more covariates on the hazard — the instantaneous rate of an event such as death, relapse, or failure — while making no assumption about the shape of the baseline hazard function. Introduced by David Cox in 1972, it is the dominant tool for multivariable survival analysis in clinical and epidemiological research.
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