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. Author manuscript; available in PMC: 2020 Dec 7.
Published in final edited form as: Proc Mach Learn Res. 2020 Aug;124:1348–1357.

Figure 5:

Figure 5:

Each point represents a randomly generated distribution in the IV model with covariates, depicted in Fig. 3 (a). This plot shows informally that correlation between the generalized instrument Z and the treatment A is associated with tighter bounds on the ACE, E[Y(A = 1) − Y (A = 0)]. The histograms show the marginal distributions of correlation and bound width.