All the above is true only if you're talking WEIGHT (or rather, mass) loss. For FAT loss, and keeping most of your muscle mass, it's not that simple anymore...
Suddenly, food quality and relative levels of protein, carbohydrates and fat become important. Ask any serious body builder. The body of accumulated experiences of what works and what doesn't is enormous within the BB community.