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5. Incorporating conditional dependence in latent class models for record linkage

Incorporating conditional dependence in latent class models for record linkage

来源 :泛华统计学会(icsa)2015年学术会议 | 被引量 : 0次 | 上传用户：intaaaf

【摘 要】

：

The conditional independence assumption of the Felligi and Sunter(F-S) model in probabilistic record linkage is often violated when matching real-world data.Ign

【作 者】

：

Huiping Xu 

【机 构】

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DepartmentofBiostatistics,IndianaUniversity,Indianapolis,IN,46202

【出 处】

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泛华统计学会(icsa)2015年学术会议

【发表日期】

：

2015年7期

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论文部分内容阅读

The conditional independence assumption of the Felligi and Sunter(F-S) model in probabilistic record linkage is often violated when matching real-world data.Ignoring conditional dependence has been shown to seriously bias parameter estimates.

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