F. A. Okolie

A Ridge-Penalised Fourier Autoregressive Framework for High-Dimensional Periodic Time Series Dataset

Time series associated with the seasonal climate are highly persistent with strong periodic behaviour making reliable statistical forecasting a challenge. Integrated autoregressive models on a conventional framework may fail to represent multifrequency seasonality. Fourier Autoregressive (FAR) models offer flexibility...