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首页> 外文期刊>International Journal of Statistics and Probability >Dynamic Analysis of Criminal Behavior: An Application of EmpiricalMode Decomposition
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Dynamic Analysis of Criminal Behavior: An Application of EmpiricalMode Decomposition

机译:犯罪行为的动态分析:仿真表达分解的应用

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Our objective is to measure the permanent and transitory components of criminality in Brazilian states by using themethodology proposed by At and Chappe (2005). The empirical strategy used follows the Empirical ModeDecomposition method (EMD), proposed by Huang et al. (1998). Based on a sample collected using the MortalityInformation System (SIM) from DATASUS, the decomposition process was carried out for the 27 Brazilian statesfrom 1996 to 2015. The results of the decomposition for criminality show that the choice for crime occurs, for thelargest part, due to permanent elements, which is a predictor of future crimes over time. The decomposition ofcriminality into these two types of components establishes some evidence regarding criminal behavior that canserve as reference for policy makers, since the implications of the results found raise questions about the policies toconfront and reduce crime.
机译:我们的目标是通过使用AT和Chappe(2005)提出的Themethodogology来衡量巴西国家的刑事和暂时性组成部分。所用的经验策略遵循黄等人提出的经验模型分解方法(EMD)。 (1998)。基于使用DataSus的MortialialInformation系统(SIM)收集的样本,对1996年至2015年的巴西国家进行了分解过程。犯罪分解的结果表明,对于犯罪的选择,即将到来,由于对于永久性元素,这是随着时间的推移是未来犯罪的预测因素。为这两种组成部分的分解是关于犯罪行为的一些证据,这些证据可以作为决策者的参考,因为结果的影响发现了关于政策的问题,并减少犯罪。

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