a problem of this type is called a problem of multiple linear regression because we are considering the regression of
variables
rather than on just a single variable
and we are assuming also that this regression is a linear function of parameter
in a problem of multiple linear regression ,we obtain
vectors observations
is the observed value of the variable
for the
observations
then
the relation