Post-linkage (Weighted) Regression Analysis

• In Event: Bridging Prediction and Inference

Brief Overview

We present a method for post-linkage regression that accounts for linkage uncertainty, improving inference across datasets without unique identifiers. Simulations and a vote study show it yields more reliable, valid results than existing approaches.

Authors

• Ted Enamorado, Washington University in St Louis

• Martin Slawski, University of Virginia

• Priyanjali Bukke, University of Virginia