Nonconstant variances in a series (e.g., differing variability in the error terms over the range of data). Often found when small values of the error terms correspond to small values of the original time series and large error terms correspond to large values. This makes it difficult to obtain good estimates of Log-log models generally help to reduce heteroscedasticity in economic data.