What is the most tested and effective diet regimen?

I'm overweight and need to lose the extra pounds. I want to be in a diet regimen that's tried and tested and doesn't require expensive equipments, supplements, and or procedures. I'm willing to exercise and follow a dietary plan but don't know what regimen or program to follow.