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exogenous-variables

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esosetrov / deterministic_process_for_ts

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Eexploration of deterministic processes in time series forecasting using statsmodels, featuring trend modeling, seasonality, Fourier terms, custom components, and integration with AutoReg and SARIMAX models.

time-series fourier-series statsmodels time-series-analysis sarimax trend-analysis autoregressive-models seasonal-decomposition deterministic-process exogenous-variables custom-deterministic-terms
  • Updated Dec 17, 2025
  • Jupyter Notebook

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