Therefore, the ensemble average end-to-end distance is simply the standard integral of the probability distribution over all space. Note that the movement could be backwards or forwards, so the net average ⟨ ⟨ R ⟩ ⟩ will be zero. However, the root mean square can be a useful measure of the distance.