I really like using a cleat to hang heavy things with.  It transforms the horrible experience of either trying to hold something massive in position and drive screws simultaneously or having an innocent bystander help you into a simple, accurate, even pleasant experience!

Pine base with a walnut cleat, walnut and maple shelf, oil finish