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Shrinkage Estimation In The Adjudication Of Civil Damage Claims, Hillel J. Bavli, Yang Chen
Shrinkage Estimation In The Adjudication Of Civil Damage Claims, Hillel J. Bavli, Yang Chen
Faculty Journal Articles and Book Chapters
Recent papers have highlighted the use of claim aggregation as a tool for reducing the unpredictability of legal outcomes. Specifically, it has been argued that sampling methods can be used in the class action context, and comparable-case guidance – information regarding awards in comparable cases as guidance for determining damage awards – can be used in the individual-claim context, to reduce variability and improve the accuracy of awards. In this paper, we examine a third form of claim aggregation based on a statistical method called “shrinkage estimation,” which is used to aggregate information and thereby improve estimation. We examine the …