 This genetic isolation by distance theory involves concepts of gametic kinship chains, identity by descent, and migration probabilities.The kinship coefficient (φ) is the probability that two homologous loci are identical by descent.formula_2

The equation takes into account distance (r), mutation rate (k), and the standard deviation of migration (σ).