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How is machine learning used for loyalty programs and what can it teach us about insurance claim reserving? While triangular methods have been a foundational tool for decades, individual claim reserving gives the actuary far more information about changes and trends in the liability. Yet the commonly used individual claim reserving techniques leave some of the most valuable data unexamined.
