MPhil/PhD Statistics (Assessing inequality in the Criminal Justice System using novel causal inference methods and Bayesian spatial models)

硕士/博士统计学（使用新颖的因果推理方法和贝叶斯空间模型评估刑事司法系统中的不平等）

• 批准号: 2905812
• 金额: --
• 依托单位: London School of Economics and Political Science
• 依托单位国家: 英国
• 项目类别: Studentship
• 财政年份: 2023
• 资助国家: 英国
• 起止时间: 2023 至 无数据
• 项目状态: 未结题
• 来源: https://gtr.ukri.org/projects?ref=studentship-2905812
• 关键词: MPhil; PhD; Statistics; Assessing; inequality

The aim of this project is to use causal inference methods to corroborate the conclusions of the Lammy Review (2017) by quantifying the impact of discrimination in sentencing using Data First: Criminal Justice System Linked Datasets.The overall aims are to understand:Whether and how early life course events such as education and being in care are impacted by systematic discriminationHow early experiences impact involvement with the Criminal Justice system later in life and whether discrimination continues to play a part Whether there are regional differences (e.g. London vs the rest of England)The following methods are to be used:Longitudinal mediation analysis to determine the impact of being in care and educational attainment on later outcomes such as violence and arrest and how discrimination confounds these relationships;Proximal causal inference to determine the impact of discrimination on the pathway between life events in relation to violence and involvement with the Criminal Justice System;Bayesian Spatial analysis to address spatial/regional differences in discrimination.

该项目的目的是利用因果推理方法来证实Lammy评论的结论（2017），通过量化判断在使用数据量量量量量判刑时的影响：犯罪司法系统链接到数据集链接。总体目的要理解：是否会及早地扮演诸如教育和犯罪的犯罪界的犯罪活动，以及是否会影响诸如教育的早期生活以及对系统的影响是否影响，以及对系统的犯罪影响是否会影响到系统的犯罪范围，该犯罪性与犯罪有关，以及犯罪性的犯罪性涉及犯罪性的影响是否与犯罪行动有关。 part Whether there are regional differences (e.g. London vs the rest of England)The following methods are to be used:Longitudinal mediation analysis to determine the impact of being in care and educational attainment on later outcomes such as violence and arrest and how discrimination confounds these relationships;Proximal causal inference to determine the impact of discrimination on the pathway between life events in relation to violence and involvement with the Criminal Justice System;Bayesian空间分析以解决歧视方面的空间/区域差异。