Time Series Components and Basic Forecasting Methods

Identify the components of a time series—trend, seasonal, cyclical, and random variation—and apply forecasting approaches referenced in the handout, including weighted moving averages, linear trend, and exponential smoothing, to support short-term planning decisions.