Why testing for stationarity matters before building financial forecasting models A Financial Econometrics case study using Apple, Microsoft and Alphabet August 2026 Why this project? When analysing financial markets, one of the first questions an analyst should ask is whether historical prices can be used to make reliable predictions about the future. Many forecasting models assume that historical data behaves consistently over time. However, stock prices often trend upward,