Number 5

ii. Linear models For these propositions, assume that the observable variable y is determined by observable variables x and unobservable variable & via the linear relationship y =XB+& COV ( X, 8) = 0 5. If the variables x, and x, obey the relationship x - f (x, ), then B is not identified