In the previous five chapters, we covered the targeted learning road map. This included presentation of the tools necessary to estimate causal effect parameters of a data-generating distribution. We illustrated these methods with a simple data structure: O = (W, A, Y) ∼ P0. Our target parameter for this example was ψ P0 = EW, 0[E0(Y | A = 1,W) - E0(Y | A = 0,W)],
Unable to display preview. Download preview PDF.