КФУ. Карточка публикации. Methods of verification of compliance with an asymptotically power law

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METHODS OF VERIFICATION OF COMPLIANCE WITH AN ASYMPTOTICALLY POWER LAW

Форма представления

Статьи в зарубежных журналах и сборниках

Год публикации

2017

Язык

английский

Авторы, сотрудники КФУ

Бочкарев Владимир Владимирович, автор

Тюрин Владимир Александрович, автор

Библиографическое описание на языке оригинала

Belashova I.A, Bochkarev V.V, Tyurin V.A., Methods of verification of compliance with an asymptotically power law//Journal of Physics: Conference Series. - 2017. - Vol.936, Is.1. - Art. № 012074.

Аннотация

This paper describes methods of the power law verification using different empirical data. We do not analyse the value of deviations from the model but try to found out whether these deviations are regular or random. The suggested approach is based on the idea of finding local power approximation of the considered series for each range of ranks, after which one or another trend criterion is applied to the obtained series of local exponents. Application of the runs test is also discussed. The suggested methods were tested using 10 sets of empirical data, which are available for free. It was shown that compliance with the power law is satisfactory only in one case.

Ключевые слова

Power-law distribution, Zipf's law, robust criteria, runs test

Название журнала

Journal of Physics: Conference Series

URL

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041186186&doi=10.1088%2f1742-6596%2f936%2f1%2f012074&partnerID=40&md5=64775a5c2d7d646b8860be28e50b6558

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https://repository.kpfu.ru/?p_id=175041

Полная запись метаданных

Поле DC	Значение	Язык
dc.contributor.author	Бочкарев Владимир Владимирович	ru_RU
dc.contributor.author	Тюрин Владимир Александрович	ru_RU
dc.date.accessioned	2017-01-01T00:00:00Z	ru_RU
dc.date.available	2017-01-01T00:00:00Z	ru_RU
dc.date.issued	2017	ru_RU
dc.identifier.citation	Belashova I.A, Bochkarev V.V, Tyurin V.A., Methods of verification of compliance with an asymptotically power law//Journal of Physics: Conference Series. - 2017. - Vol.936, Is.1. - Art. № 012074.	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/?p_id=175041	ru_RU
dc.description.abstract	Journal of Physics: Conference Series	ru_RU
dc.description.abstract	This paper describes methods of the power law verification using different empirical data. We do not analyse the value of deviations from the model but try to found out whether these deviations are regular or random. The suggested approach is based on the idea of finding local power approximation of the considered series for each range of ranks, after which one or another trend criterion is applied to the obtained series of local exponents. Application of the runs test is also discussed. The suggested methods were tested using 10 sets of empirical data, which are available for free. It was shown that compliance with the power law is satisfactory only in one case.	ru_RU
dc.language.iso	ru	ru_RU
dc.subject	Power-law distribution	ru_RU
dc.subject	Zipf's law	ru_RU
dc.subject	robust criteria	ru_RU
dc.subject	runs test	ru_RU
dc.title	Methods of verification of compliance with an asymptotically power law	ru_RU
dc.type	Статьи в зарубежных журналах и сборниках	ru_RU