Testing of hypothesis of random variables independence on the basis of nonparametric method of confidence estimation of probability density

7th International Scientific and Research Conference "Topical Issues in Aeronautics and Astronautics"

航空航天工程

Lapko, A.V.^1,2 ; Lapko, V.A.^1,2 ; Yuronen, E.A.^1

Reshetnev Siberian State Aerospace University, 31, Krasnoyarsky Rabochy Av., Krasnoyarsk

660037, Russia^1

Institute of Computer Modeling Siberian Branch of the RAS, 50, Akademgorodok, Krasnoyarsk

660036, Russia^2

关键词: Algorithmic approach;    Confidence estimation;    Distribution law;    Hypothesis testing;    Nonparametric methods;    Probability densities;    Random values;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/155/1/012035/pdf
DOI  :  10.1088/1757-899X/155/1/012035

学科分类：航空航天科学

来源: IOP

【 摘 要 】

Algorithmic approach of hypothesis testing of identity of distribution laws of random values is offered. Its basis is made by technique of creation of confidence borders for a probability density.