The sibling DNA test is used to determine if two or more people are full or half siblings. This test is frequently used in the absence of an alleged father to determine biological relation. In a sibling comparison, the potential siblings don’t have to share DNA in common at all markers. This means that this test is simply statistical. It is possible to determine a genetic profile of the alleged relatives.