These is not theory as i have modified and re install for a few clients anarmophic lens, in regards to the brightness uniformity issue .
Example : if you have a ultra short throw projector the image is widen due to the lens , what happen is the light path for centre is shorter and both the left / right will be longer .
These will be more obvious if the screen size is bigger .