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Space-Time Granger Analysis of the War in Iraq: A Study of Coalition and Insurgent Action-Reaction

机译:伊拉克战争的时空格兰杰分析:联盟与叛乱行动-反应研究

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We investigate insurgent-coalition interaction using the WikiLeaks dataset of Iraq war logs 2004-2009. After a review of existing theoretical interventions on the dynamics of insurgency and presenting a baseline model of violent events, we test a conceptual model of reciprocity using an innovative space-time Granger causality technique. Our estimation procedure retains predicted probabilities of reaction in response to a previous opponent's action across different temporal and spatial configurations in Iraq and in Baghdad. Our conclusions about conflict in Iraq are based on these profiles of risk—what we call space-time signatures. We find strong evidence of “tit-for-tat” associations between coalition/Iraq forces on one side and insurgents/militants on the other. Specifically, we find that the action-reaction association varies strongly by majority ethnic region across Iraq and in Baghdad, by urban and nonurban location, and within Sunni-dominated areas, by district income. While violence is strongly temporally dependent in the same location, the effect of distance varies significantly across the different subsets of the Iraq data.View full textDownload full textKeywordsBaghdad, Granger causality, Iraq, spatial analysis, WikiLeaks war logsRelated var addthis_config = { ui_cobrand: "Taylor & Francis Online", services_compact: "citeulike,netvibes,twitter,technorati,delicious,linkedin,facebook,stumbleupon,digg,google,more", pubid: "ra-4dff56cd6bb1830b" }; Add to shortlist Link Permalink http://dx.doi.org/10.1080/03050629.2012.696996
机译:我们使用伊拉克2004-2009年战争日志的WikiLeaks数据集调查叛乱联盟之间的互动。在回顾了关于叛乱动态的现有理论干预措施并提出了暴力事件的基线模型之后,我们使用创新的时空格兰杰因果关系技术测试了互惠的概念模型。我们的估算程序保留了伊拉克和巴格达在不同时空构型下对先前对手行动做出反应的预期反应概率。我们对伊拉克冲突的结论是基于这些风险特征的,我们称之为时空签名。我们发现有力的证据表明,一侧的联军/伊拉克部队与另一侧的叛乱分子/武装分子之间存在“以牙还牙”的联系。具体而言,我们发现,行动-反应协会在伊拉克和巴格达的多数种族地区,城市和非城市地区以及逊尼派统治地区的地区收入差异很大。尽管暴力在时间上在很大程度上取决于时间,但是距离的影响在伊拉克数据的不同子集上差异很大。查看全文下载全文关键词巴格达,格兰杰因果关系,伊拉克,空间分析,维基解密战争日志相关的var addthis_config = {ui_cobrand:“泰勒和弗朗西斯在线”,services_compact:“ citeulike,netvibes,twitter,technorati,delicious,linkedin,facebook,stumbleupon,digg,google,更多”,发布号:“ ra-4dff56cd6bb1830b”};添加到候选列表链接永久链接http://dx.doi.org/10.1080/03050629.2012.696996

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