Seasonal Trends

Seasonal ARIMA (SARIMA): An Extension of ARIMA That Models Seasonal Effects
Seasonal ARIMA (SARIMA) is a sophisticated time series forecasting method that incorporates both non-seasonal and seasonal elements to enhance the accuracy of predictions.
Summer Doldrums: Understanding Seasonal Market Trends
The Summer Doldrums refer to the generally lower trading volumes and market activity seen throughout the summer months, similar to the Hamptons Effect.
Hamptons Effect: Understanding Pre-Labor Day Market Behavior and Volumes
The Hamptons Effect explains the dip in trading activity before Labor Day weekend followed by a surge in trading volume as traders return. Explore the causes, implications, and market behaviors associated with this seasonal trading phenomenon.

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