Time series forecasting : from econometrics to deep learning
Time series forecasting (TSF) is vital in fields like finance, economics, and meteorology. This thesis extensively probes TSF, contributing to econometrics and deep learning.In this thesis, we reviewed econometric forecasting methods such as ARIMA, ETS, VAR models, and time series decomposition methods, including canonical decomposition and STL. Th...
