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So we have to have some way to use data from some individuals that are treated in different individuals that are controls to estimate these treatment effects.
So one of the common assumptions used in literature is on confounded gnus, which is also called ignore ability or selection on observables.
And what that basically means is that conditional on observable characteristics, the treatment assignment is good as random.
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