Two stage least squares procedure for simultaneous equations.

uppose that the
is some variable correlated with
and uncorrelated with
.
Such variable is called "instrument" for calculation of
.
Suppose that
is a sample of it. We recover an unbiased estimate
of
by first projecting
on
and then projecting
on