This is a question from this application note:
http://www.atmel.com/images/doc8003.pdf
In section 3.2 on noise it says that adding some amount noise into the signal helps in increasing the resolution of the oversampling converter. It says if LSB toggles due to noise and we are averaging 4 of the samples then the quantization step is halved. I do not understand how is the quantization step becomes half. Could anyone explain this?