Unconditional heteroskedasticity occurs when heteroskedasticity of the error variance is not correlated with the independent variables in the multiple regression. Can some one explain error variance?
You have a bunch of error terms: one for each observation. Some are big, some small, some positive, some negative.
The error variance is the variance of these error terms.
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