Confidence disc and square for Cauchy distributions
Statistics Theory
2023-04-18 v4 Statistics Theory
Abstract
We will construct a confidence region of parameters for a sample of size from Cauchy distributed random variables. Although Cauchy distribution has two parameters, a location parameter and a scale parameter , we will infer them at once by regarding them as a single complex parameter . The region should be a domain in the complex plane, and we will give a simple and concrete formula to give the region as a disc and a square.
Keywords
Cite
@article{arxiv.2104.06124,
title = {Confidence disc and square for Cauchy distributions},
author = {Yuichi Akaoka and Kazuki Okamura and Yoshiki Otobe},
journal= {arXiv preprint arXiv:2104.06124},
year = {2023}
}
Comments
v4, 15 pages, 6 figures, typo in Eq. (3) corrected, some unnecessary columns in Figures 2,3,5 and 6 deleted, to appear in Ukrainian Mathematical Journal