Creating data sets using normal distribution
generate_X()
Simulate a normal data set \(S = (X)\).
generate_X_cat()
Simulate a normal data set \(S = (X, X_{cat})\) that includes categorical variables.
generate_XY()
Simulate a normal data set \(S = (X,Y)\), where \(Y = X^T \beta\).
Creating data sets that contain additional potential outcomes
causal_XTY_binary()
Simulating a causal data set \(S = (X,T,Y_0, Y_1, Y_{obs})\) with potential outcomes.
causal_XTY_multiple()
Simulating a causal data set \(S = (X,Y_i, T, Y_{obs})\) with multiple potential outcomes.