Some geometric properties of the likelihood ratio (Corresp.)
Charles P. Hatsell, Loren W. Nolte · IEEE Transactions on Information Theory · 1971
A fundamental spatial property is noted that relates the likelihood ratio for random signals in Gaussian noise to conditional-mean parameter estimation. This allows a geometric interpretation of the estimation-correlation operation. Some additional properties exhibited by the likelihood ratio are also presented.