This is stated in the books, particularly in *Harry Potter and the Order of the Phoenix*, when Harry is learning to apparate from his aunt and uncle's house.
It's important to note that it's not just a legal age, but a safety measure. Apparition is a difficult and dangerous magic, and younger wizards are often unable to control their movements or focus properly.