Boiling potatoes in their skins (Slideshow version)
Stage 5/6 : 5 min.
When cooked, the potatoes are removed from the water, dried and weighed again.Result: no change in weight.
Conclusion "You should not peel potatoes before boiling": false, peeled or not they behave the same.