Test of goodness of fit of impulse response model

A method for testing goodness of fit of an impulse response model of a dynamical system has been proposed. This method is also applicable after a slight modification to testing the hypothesis that the system is linear and autonomous. Hotelling's ,T
²
-test and the sign test are useful tools for these problems. Properties of the method are discussed with results of computer simulation runs.