All calories are not translated to weight equally, the efficiency your body uses them matters greatly.

Sure dieting couch-potatoes will lose weight, but it will include losing a lot of muscle.

I believe the most well researched book on fat control is Carb-Back Loading by John Kiefer, the references chapter is 50 pages, it's terribly fascinating.