linear regression with multiple regressors? Flashcards
1
Q
what are two conditions for which omitted variables bias occurs?
A
1) the omitted variable is correlated with the included regressor
2) the committed variable is a determinant of the dependent variable
Both conditions must hold for the omission of Z to result in omittedvariable bias.
2
Q
what is ommitted variable bias?
A
it is the bias in the OLS estimator of the causal effect of X on Y that arises when the regressor X is correlated with an omitted variable
3
Q
A