Covers model selection, diagnostics, and forecasting in time series analysis, emphasizing the challenges of determining the model order based on autocorrelation and partial autocorrelation functions.
Explores the role of higher-order topological properties in complex networks using topological data analysis for structural break and price anomaly detection.
Explores residential energy demand analysis, modeling, and forecasting, emphasizing the importance of understanding consumption patterns and forecasting future demand.
Explores the significance of weather forecasting, ensemble forecasts like Hurricane Katrina, and the operational use of hydrological forecasting systems.