aggconfusion

Aggregate confusion tables from separate runs of fastLink() (UNDER DEVELOPMENT)

Implements a Fellegi-Sunter probabilistic record linkage model that allows for missing data
and the inclusion of auxiliary information. This includes functionalities to conduct a merge of two
datasets under the Fellegi-Sunter model using the Expectation-Maximization algorithm. In addition,
tools for preparing, adjusting, and summarizing data merges are included. The package implements methods
described in Enamorado, Fifield, and Imai (2019) ''Using a Probabilistic Model to Assist Merging of
Large-scale Administrative Records'' <doi:10.1017/S0003055418000783> and is available
at <https://imai.fas.harvard.edu/research/linkage.html>.

Ted Enamorado

fastLink

Fast Probabilistic Record Linkage with Missing Data

Ben Fifield

Kosuke Imai

aggconfusion function

<dl><dt>object</dt>
<dd>A list of confusion tables.</dd></dl>

Arguments

Ted Enamorado &lt;ted.enamorado@gmail.com&gt; and Ben Fifield &lt;benfifield@gmail.com&gt;

Author

aggconfusion — aggconfusion

<dl>

<dt>object</dt>
<dd>A list of confusion tables.</dd>

</dl>

aggconfusion: aggconfusion

Description

Usage

Value

Arguments

Author