⁴While in the fixed effect model a dummy variable is introduced for N - 1 spatial unit or T - 1 time periods (to avoid perfect multicollinearity), in random effects model, μ_i and ξ_T are assumed to be i.d.d. random variables, independent from each other, with zero mean and variance σ_μ² and σ_ξ².