An Actuarial View of Data Bias: Definitions, Impacts and Considerations
A continuation on the previously published issue brief and part of the Data Science and Analytics Committee (DSAC) series, Additional Considerations in Data Science, this webinar examined the key types of data bias that actuaries may encounter and focused on the kinds of biases found in modeling data and the implications for algorithmic outcomes.