There are also factors beside rolling and air resistance; handling and comfort. I find narrow, rock-hard tires to be unpleasant and fatiguing to ride on; others may consider the experience to be manly or character-building. This article gives a good overview of all of these factors:
http://www.bccclub.org/documents/Tireinflation.pdf