 In simpler models (non quantum mechanical models) this can be explained by replacing electrons and the crystal lattice by a wave-like structure.When the electron wave travels through the lattice, the waves interfere, which causes resistance.The more regular the lattice is, the less disturbance happens and thus the less resistance.