One embodiment disclosed relates to a method for accurate electron beam metrology. A substrate with a target feature is loaded into a scanning electron microscope. An electron beam is scanned over the target feature, and scattered electrons are detected therefrom. A characteristic of the target feature is measured by finding optimal values for parameters of a mathematical model which accounts for substrate charging effects. Principal component analysis may be used to advantageously result in reduced requirements for processing time and/or computational speed.