A ratio ofAn amplitude quantitiesquantity $A$$a$ is estimated by two estimators $\hat a_1$ and $B$$\hat a_2.$ The error of estimator $\hat a_2$ is compared to that of $\hat a_1$. One possible comparison is the ratio of expected values of absolute error:
$$\frac{\operatorname{E}[|a - \hat a_2|]}{\operatorname{E}[|a - \hat a_1|]}.$$
This is a ratio of amplitude quantitities and can be expressed in decibels as:
$$20 \log_{10}\left(\frac{A}{B}\right) \text{ dB}.$$$$20 \log_{10}\left(\frac{\operatorname{E}[|a - \hat a_2|]}{\operatorname{E}[|a - \hat a_1|]}\right) \text{ dB.}$$
AAnother possible comparison is the ratio of expected values of square error:
$$\frac{\operatorname{E}[(a - \hat a_2)^2]}{\operatorname{E}[(a - \hat a_1)^2]}.$$
This is a ratio of power quantities $A^2$ and $B^2$ can be expressed in decibels as:
$$10 \log_{10}\left(\frac{A^2}{B^2}\right) \text{ dB}.$$$$10 \log_{10}\left(\frac{\operatorname{E}[(a - \hat a_2)^2]}{\operatorname{E}[(a - \hat a_1)^2]}\right) \text{ dB.}$$
The ratio of the squares of the errors of approximating an amplitude quantityestimators can be used to estimate $C$ by two approximations$a^2.$ The estimators $A$$\hat a_1^2$ and $B$$\hat a_2^2$ can be expressed in decibels ascompared by the ratio of expected values of square error:
$$10 \log_{10}\left(\frac{(A - C)^2}{(B - C)^2}\right)\text{ dB},$$$$\frac{\operatorname{E}[(a^2 - \hat a_2^2)^2]}{\operatorname{E}[(a^2 - \hat a_1^2)^2]}.$$
How should theThis is a ratio of the squares of the errors of approximating a power quantity $C^2$ by two approximations $A^2$ and $B^2$quantities. How should it be expressed in decibels?
$$10 \log_{10}\left(\frac{(A^2 - C^2)^2}{(B^2 - C^2)^2}\right)\text{ dB}$$$$10 \log_{10}\left(\frac{\operatorname{E}[(a^2 - \hat a_2^2)^2]}{\operatorname{E}[(a^2 - \hat a_1^2)^2]}\right) \text{ dB,}$$
or perhaps:
$$5 \log_{10}\left(\frac{(A^2 - C^2)^2}{(B^2 - C^2)^2}\right)\text{ dB}?$$$$5 \log_{10}\left(\frac{\operatorname{E}[(a^2 - \hat a_2^2)^2]}{\operatorname{E}[(a^2 - \hat a_1^2)^2]}\right) \text{ dB} = 10 \log_{10}\left(\frac{\sqrt{\operatorname{E}[(a^2 - \hat a_2^2)^2]}}{\sqrt{\operatorname{E}[(a^2 - \hat a_1^2)^2]}}\right) \text{ dB},$$
Orwhere the square roots are power quantities, or is there no commoncommonly agreed convention?