The general problem of least squares analysis is discussed. Special emphasis is placed on functions in which the parameters appear nonlinearly and which can be fitted by Gauss' well-known iterative method. The procedure is useful with any type of computing facility. A family of Fortrun II subroutines which solves problems with this method is presented. Several examples of functions fitted by the method are shown. (auth)