On The Problem of Relevance in Statistical Inference
Methodology
2021-05-06 v3 Statistics Theory
Machine Learning
Statistics Theory
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.
Cite
@article{arxiv.2004.09588,
title = {On The Problem of Relevance in Statistical Inference},
author = {Subhadeep Mukhopadhyay and Kaijun Wang},
journal= {arXiv preprint arXiv:2004.09588},
year = {2021}
}
Comments
Revised (much-improved) version. The procedure (including all the datasets) is implemented in the R-package LPRelevance