J Test, Regression, Model Selection, Statistics, Deep Dives.
variables. Note that we are leaving out one dummy variable from the regression equation so as to avoid perfect multi-collinearity between the 7 dummy variables. The regression model’s intercept will contain the value of the coefficient for the omitted dummy variable (in our case, for USA):