Based on the foregoing therefore, by
running and interpreting the regression
on model may lead to some erroneous conclusions
on the relationship between the
dependent and the independent variables
unless other complementary tests are conducted
and where the is a violation of the
standard OLS assumptions a remedial action
is taken. This therefore provided the
justification for our complementary tests
below.