Fig. 1. Quantifying the predictability of short-term evolution using time-series data.

Autoregressive moving average (ARMA) models can be applied to existing data to generate predictions for future trait values or allele frequencies. In turn, the fit (e.g., r² value) of these predicted values to those actually observed provides a metric of the predictability of evolution.