Forecast the oil price or gold price (only choose one).
The data can be downloaded from FRED. Consider whether there exist trend, seasonality, and cycles. You can also consider the piecewise estimation and forecast. Give a detailed discussion of your model and implementation. Form both the point forecasts and interval forecasts. Keep some observations as a holdout sample to examine the out of sample forecasting performance. Write a comprehensive report.