Using data-compressors for statistical analysis of problems on homogeneity testing and classification
Information Theory
2017-01-17 v1 math.IT
Statistics Theory
Statistics Theory
Abstract
Nowadays data compressors are applied to many problems of text analysis, but many such applications are developed outside of the framework of mathematical statistics. In this paper we overcome this obstacle and show how several methods of classical mathematical statistics can be developed based on applications of the data compressors.
Keywords
Cite
@article{arxiv.1701.04028,
title = {Using data-compressors for statistical analysis of problems on homogeneity testing and classification},
author = {Boris Ryabko and Andrey Guskov and Irina Selivanova},
journal= {arXiv preprint arXiv:1701.04028},
year = {2017}
}