Dynamic Conformal Intervals for any Time Series Model

Apply and dynamically expand an interval using backtesting

Photo by Léonard Cotte on Unsplash

Depending on the purpose of generating a forecast, evaluating accurate confidence intervals can be a crucial task. Most classic econometric models, built upon assumptions about distributions of predictions and residuals, have a way to do this built in. When moving to machine…