On The Problem of Relevance in Statistical Inference

Abstract

This paper is dedicated to the "50 Years of the Relevance Problem" - a long-neglected topic that begs attention from practical statisticians who are concerned with the problem of drawing inference from large-scale heterogeneous data.

Revised (much-improved) version. The procedure (including all the datasets) is implemented in the R-package LPRelevance

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