Stability margins of linear prediction polynomials

This paper performs a detailed analysis of the zero location of linear predictor polynomials and in particular determines a precise stability margin for some classical predictors such as the autocorrelation and the postwindowed cases. It is shown that an adequate mathematical tool in this context is the concept of numerical range or field of values of a matrix associated with the prediction problem.