Confounding of three binary-variables counterfactual model is discussed in
this paper. According to the effect between the control variable and the
covariate variable, we investigate three counterfactual models: the control
variable is independent of the covariate variable, the control variable has the
effect on the covariate variable and the covariate variable affects the control
variable.