Worst-Case Analysis for Randomly Collected Data

   Justin Y. Chen        Gregory Valiant              Paul Valiant
      MIT          Stanford University         IAS and Purdue University
   justc@mit.edu      gvaliant@cs.stanford.edu         pvaliant@gmail.com

                       Abstract
     We introduce a framework for statistical estimation that leverages knowledge
     of how samples are collected but makes no distributional assumptions on the
     data values. Specifically, we consid ...