A comprehensive implementation of the Theta Model for time series forecasting. Includes model estimation, sensitivity analysis, diagnostics, and extensions. Uses statsmodels, pandas, and matplotlib.
mle-estimation statistical-modeling exponential-smoothing time-series-forecasting forecast-evaluation forecasting-methods seasonal-decomposition theta-model drift-estimation
-
Updated
Dec 17, 2025 - Jupyter Notebook