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Every Story Has a Beginning, Middle, and an End (But Not Always in That Order): Predicting Duration Dynamics in a Unified Framework

Chiba, D; Metternich, N; Ward, MD; (2015) Every Story Has a Beginning, Middle, and an End (But Not Always in That Order): Predicting Duration Dynamics in a Unified Framework. Political Science Research and Methods , 3 (3) pp. 515-541. 10.1017/psrm.2014.46. Green open access

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Abstract

There are three fundamental duration dynamics of civil conflicts: Time until conflict onset, conflict duration, and time until conflict recurrence. Theoretical and empirical models of war usually focus on one or at most two aspects of these three important duration dynamics. We argue that duration forecasting of conflict needs to incorporate all three conflict dynamics as unobserved factors might impact on all three of these dynamics. We present a new split-population seemingly-unrelated duration estimator that treats pre-conflict duration, conflict duration, and post-conflict duration as interdependent processes thus permitting improved predictions about the onset, duration, and recurrence of civil conflict. Our findings provide support for the more fundamental idea that prediction is dependent on a good approximation of the theoretically implied underlying data generating process. In addition, we account for the fact that some countries might never experience these duration dynamics or become immune after experiencing them in the past.

Type: Article
Title: Every Story Has a Beginning, Middle, and an End (But Not Always in That Order): Predicting Duration Dynamics in a Unified Framework
Open access status: An open access version is available from UCL Discovery
DOI: 10.1017/psrm.2014.46
Publisher version: http://dx.doi.org/10.1017/psrm.2014.46
Language: English
Additional information: Copyright © The European Political Science Association 2015.
UCL classification: UCL
UCL > Provost and Vice Provost Offices > UCL SLASH
UCL > Provost and Vice Provost Offices > UCL SLASH > Faculty of S&HS
UCL > Provost and Vice Provost Offices > UCL SLASH > Faculty of S&HS > Dept of Political Science
URI: https://discovery.ucl.ac.uk/id/eprint/1453887
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