| Форма представления | Статьи в зарубежных журналах и сборниках |
| Год публикации | 2013 |
| Язык | английский |
|
Нигматуллин Равиль Рашидович, автор
Осокин Сергей Игоревич, автор
|
|
Al Shami Munther , автор
Mugdadi R , автор
|
| Библиографическое описание на языке оригинала |
Application of Fractional Moments for Comparing Random Variables with Varying Probability Distributions / Al Shami, Munther R.; Mugdadi, A. R.; Nigmatullin, R. R, Osokin, S. I. // Applications and Applied Mathematics: An International Journal (AAM). — 2013. — Vol. 8. — Iss. 2. — Article 3. |
| Аннотация |
New methods are being presented for statistical treatment of different random variables with unknown probability distributions. These include analysis based on the probability circles, probability ellipses, generalized mean values, generalized Pearson correlation coefficient and the beta-function analysis. Unlike other conventional statistical procedures, the main distinctive feature of these new methods is that no assumptions are made about the nature of the probability distribution of the random series being evaluated. Furthermore, the suggested procedures do not introduce uncontrollable errors during their application. The effectiveness of these methods is demonstrated on simulated data with extended and reduced sample sizes having different probability distributions. |
| Ключевые слова |
normality assumptions, logarithmic transformation, fractional moments, generalized Pearson correlation coefficient, probability ellipses, probability distribution mapping |
| Название журнала |
Applications and Applied Mathematics: An International Journal (AAM)
|
| Ссылка для РПД |
http://dspace.kpfu.ru/xmlui/bitstream/handle/net/184981/Fractional_Moments_for_Comparing_Random_Variables_removed.pdf?sequence=1&isAllowed=y
|
| URL |
https://digitalcommons.pvamu.edu/aam/vol8/iss2/3 |
| Пожалуйста, используйте этот идентификатор, чтобы цитировать или ссылаться на эту карточку |
https://repository.kpfu.ru/?p_id=307165 |
| Файлы ресурса | |
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Полная запись метаданных  |
| Поле DC |
Значение |
Язык |
| dc.contributor.author |
Нигматуллин Равиль Рашидович |
ru_RU |
| dc.contributor.author |
Осокин Сергей Игоревич |
ru_RU |
| dc.contributor.author |
Al Shami Munther |
ru_RU |
| dc.contributor.author |
Mugdadi R |
ru_RU |
| dc.date.accessioned |
2013-01-01T00:00:00Z |
ru_RU |
| dc.date.available |
2013-01-01T00:00:00Z |
ru_RU |
| dc.date.issued |
2013 |
ru_RU |
| dc.identifier.citation |
Application of Fractional Moments for Comparing Random Variables with Varying Probability Distributions / Al Shami, Munther R.; Mugdadi, A. R.; Nigmatullin, R. R, Osokin, S. I. // Applications and Applied Mathematics: An International Journal (AAM). — 2013. — Vol. 8. — Iss. 2. — Article 3. |
ru_RU |
| dc.identifier.uri |
https://repository.kpfu.ru/?p_id=307165 |
ru_RU |
| dc.description.abstract |
Applications and Applied Mathematics: An International Journal (AAM) |
ru_RU |
| dc.description.abstract |
New methods are being presented for statistical treatment of different random variables with unknown probability distributions. These include analysis based on the probability circles, probability ellipses, generalized mean values, generalized Pearson correlation coefficient and the beta-function analysis. Unlike other conventional statistical procedures, the main distinctive feature of these new methods is that no assumptions are made about the nature of the probability distribution of the random series being evaluated. Furthermore, the suggested procedures do not introduce uncontrollable errors during their application. The effectiveness of these methods is demonstrated on simulated data with extended and reduced sample sizes having different probability distributions. |
ru_RU |
| dc.language.iso |
ru |
ru_RU |
| dc.subject |
normality assumptions |
ru_RU |
| dc.subject |
logarithmic transformation |
ru_RU |
| dc.subject |
fractional moments |
ru_RU |
| dc.subject |
generalized Pearson correlation coefficient |
ru_RU |
| dc.subject |
probability ellipses |
ru_RU |
| dc.subject |
probability distribution mapping |
ru_RU |
| dc.title |
Application of Fractional Moments for Comparing Random Variables with Varying Probability Distributions |
ru_RU |
| dc.type |
Статьи в зарубежных журналах и сборниках |
ru_RU |
|
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