Statistical analysis of curve fitting methods in errors-in-variables models

An unconventional statistical analysis is developed that allowed to efiectively assess EIV parameter estimates and design new methods with superior characteristics and it is proved that in the case of fltting circles, the estimates of the parameters are absolutely continuous (have densities).