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We consider a variable selection problem for the prediction of binary outcomes. We study the best subset selection procedure by which the explanatory variables are chosen by maximizing Manski (1975, 1985)'s maximum score type objective function subject to a constraint on the maximal number of...
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theory results characterizing the properties of the nested fixed point algorithm used to evaluate the objective function of …
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