Issue Brief

An Actuarial View of Data Bias: Definitions, Impacts and Considerations

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Publish Date:

07/01/2023

Category:

Policy & Research

Topics:

Data Science / Big Data, Financial Reporting, Risk Management

This issue brief examines the key types of data bias that actuaries may encounter and focuses on the kinds of biases found in modeling data and the implications for algorithmic outcomes.