Seasonal adjustment methods can help remove seasonal patterns from data. Researchers modified a model to account for varying uncertainty in economic trends during different business cycles. By applying this modified model to US unemployment data, they found that confidence intervals for seasonally adjusted unemployment rates change based on past oil price fluctuations.