Asymptotically efficient estimation of a scale parameter in Gaussian time series and closed-form expressions for the Fisher information

Till Sabel, Johannes Schmidt-Hieber

Mimicking the maximum likelihood estimator, we construct first order Cramer-Rao efficient and explicitly computable estimators for the scale parameter ${\sigma }^2$ in the model $Z_{i,n}=σ…