A Wrinkle in Target: Why You Should Not Apply Actuarial Trend to Your GLM Target Variable

In building predictive models for actuarial losses, it is typical to trend the target loss variable with an actuarially-derived trend rate. This paper shows that such practice creates elusive predictive biases that are costly to an insurance book of business, and proposes more effective ways for contemplating trends in actuarial predictive models.