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type="main" xml:id="obes12056-abs-0001" <title type="main">Abstract</title> <p>In many empirical problems, the evaluation of treatment effects is complicated by sample selection so that the outcome is only observed for a non-random subpopulation. In the absence of instruments and/or tight parametric assumptions, treatment...</p>
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