Point Process Methods for Crime Hotspots

Hot Topics in Computational Criminology

授课人:George Mohler

机构:Pacific Institute for the Mathematical Sciences(PIMS)

关键词: Scientific;    Applied;    Social Sciences;    Applied Mathematics;   

加拿大|英语

【 摘 要 】

This talk focuses on the application of point process methods to crime and security data. We will discuss semi- and non- parametric models, as well as their estimation using Expectation-Maximization algorithms. We conclude the talk with some results from a randomized controlled trial in Los Angeles where police patrols are determined each day using a semi-parametric self-exciting point process.

【 授权许可】

CC BY-NC-ND   
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