In
statistics, the term
linear model is used in different ways according to the context. The most common occurrence is in connection with regression models and the term is often taken as synonymous with
linear regression model. However, the term is also used in
time series analysis with a different meaning. In each case, the designation "linear" is used to identify a subclass of models for which substantial reduction in the complexity of the related
statistical theory is possible.