\text{L} = \prod\limits_{i=1}^n \big[ f(Y_{1i} | D_i = 1) P(D_i = 1) \big]^{D_i} \big[ f(Y_{0i} | D_i = 0) P(D_i = 0) \big]^{1-D_i}