Omitted Variable Bias
Omitted Variable Bias (OVB) is the bias in a regression estimator that arises when there is a variable (
) which is not included in the regression that is correlated with the regressor (
) and is a determinant of the outcome (
). In the regression model
where
is omitted from the regression estimation, the OVB is described as the final term in the following expression: