Autoregressive Integrated Moving Average (ARIMA) Model Identification: Utilizing ACF and PACF Plots

Time series forecasting is widely used for planning demand, staffing, inventory, cash flow, and system capacity. Among classical forecasting approaches, the Autoregressive Integrated Moving Average (ARIMA) model remains popular because it is interpretable and effective when the series has strong…