AbstractThis survey provides a route map, sketching the major issues, models, concepts, and techniques. A taxonomy of model types is presented, each being examined for advantages and drawbacks as a generic form. Exogeneity and the overall model reduction framework are described. Systems are considered, and the problem of testing autoregressive errors against mis‐specification of the lag structure is resolved using the notion of common factors in lag polynomials.