The Goldfeld-Quandt (GQ) test begins by assuming
that a defining point exists and can be used to differentiate the
variance of the error term. Sample observations are divided
into two groups, and evidence of heteroskedasticity is based
on a comparison of the residual sum of squares (RSS) using
the F-statistic