Classic Time Series Analysis Methods with Implementation Examples

This article introduces fundamental time series methodologies including Autoregressive (AR), Autoregressive Moving Average (ARMA), and Autoregressive Integrated Moving Average (ARIMA) models for stationary forecasting problems, accompanied by practical code implementations for immediate application.