Chi-square goodness of fit tests for weighted histograms. Review and improvements

Дата и время публикации : 2013-07-05T11:21:05Z

Авторы публикации и институты :
Nikolai Gagunashvili

Ссылка на журнал-издание: Ссылка на журнал-издание не найдена
Коментарии к cтатье: 22 pages
Первичная категория: physics.data-an

Все категории : physics.data-an, astro-ph.IM, hep-ex, nucl-ex, stat.AP, 62-07 (Primary) 62F03, 62F10, 62P35, 62P30 (Secondary)

Краткий обзор статьи: Weighted histograms are used for the estimation of probability density functions. Computer simulation is the main domain of application of this type of histograms. A review of chi-square goodness of fit tests for weighted histograms is presented in this paper. Improvements are proposed to these tests that have higher statistical power compared to existing ones. Numerical examples are presented in this paper to demonstrate various applications of those tests.

Category: Physics