通过使用罗马化名称将调查和商业数据联系起来,研究罗利-达勒姆地区中国移民的空间分布
Eric A Bai1, Botao Ju1, Madeleine Beckner1
1Department of Statistical Science, Duke University, Box 90251, Durham, NC 27708, USA.
概括
这项研究将调查数据与住宅记录联系起来,以绘制罗利-达勒姆地区的中国移民地图. 它开发了一种用于匹配不同罗马化名称的新方法,改进了罕见种群的地理空间分析.
科学领域:
- 人口统计学 人口统计学
- 地理空间分析是什么
- 数据链接数据链接
背景情况:
- 人口调查往往缺乏住宅地址数据,只使用粗略的地理单位.
- 精细分辨率的地理数据对于邻里特征至关重要,特别是对于移民人口.
研究的目的:
- 开发和应用一个概率记录链接方法来地理定位移民人口.
- 描述罗利-达勒姆地区中国移民的地理空间分布.
主要方法:
- 调查数据与商业住宅数据库 (InfoUSA) 之间的概率记录链接.
- 在记录链接过程中,开发一种新的策略来处理中文名称罗马化变化的变化.
- 完全贝叶斯记录链接模型的应用.
主要成果:
- 成功将调查参与者与住宅记录联系起来.
- 描述了北卡罗来纳州罗利 - 杜勒姆地区中国移民的地理空间分布.
- 展示了一种可通用的方法,用于与非标准化名称数据的记录链接.
结论:
- 概率记录链接对于从调查中获得精细分辨率的地理数据是有效的.
- 开发的名称匹配策略提高了对不同人群的记录链接准确度.
- 这种方法可以对移民社区进行详细的地理空间分析.
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