Prediction

Prediction refers to the process of inferring future events using historical data and statistical models. In time series analysis, the goal of Prediction is to identify and model patterns and trends within the data to achieve accurate forecasts of the future. Its primary objective is to enhance forecast accuracy and reduce uncertainty, providing a scientific basis for business decisions. Prediction has significant application value in fields such as finance, meteorology, and sales, effectively supporting key business activities like risk management, resource planning, and market forecasting.