Machine generated contents note: 1.Introduction -- 2.Background -- 3.Models of Linear Systems -- 4.Models of Nonlinear Systems -- 5.Identification of Linear Systems -- 6.Correlation-Based Methods -- 7.Explicit Least-Squares Methods -- 8.Iterative Least-Squares Methods.