How Reliable Are Your Time Series Forecasts, Really?

How cross-validation, visualisation, and statistical hypothesis testing combine to reveal the optimal forecasting horizon

Photo by Nigel Tadyanehondo on Unsplash

Imagine you have a crystal ball — a mysterious family heirloom, handed down through generations. It shows its age, its clarity and lustre long gone, with some chips…