HeteroskedasticityThe passage is describing heteroskedasticity, a situation where the variance of the error term ( ϵ\epsilonϵ ) is not constant but depends on the explanatory variable (x). In ordinary regression we usually assume homoskedasticity: (Var(ϵ)=σ2\text{Var}(\eps