ARIMA models are non-linear. Coefficients for such models can be estimated by the following methods:
Methods based on maximization of maximum likelihood function.
Methods based on minimization of sum of squared residuals:
NOTE. These methods can also be used to estimate non-linear regression coefficients.
See also: