This paper is concerned with quantifying the Cramer--Rao lower bound for model based spectral density estimation in the case of joint model and model-order estimation. In particular, the results here extend previous work by providing closed form frequency domain expressions that, among other things, highlight the effect of order estimation bias on the total accuracy of model based spectral density estimation.