Comparative analysis of methods for calculating the mode of a stationary random process
The paper considers methods for calculating the mode of a stationary random process when solving the problem of processing measurement results under conditions of a priori uncertainty. The results of the conducted studies allowed us to conclude that the most effective method for calculating the mode...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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EDP Sciences
2021-01-01
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| Series: | E3S Web of Conferences |
| Online Access: | https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/55/e3sconf_eeests2021_02004.pdf |
| _version_ | 1818441763643195392 |
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| author | Marchuk Vladimir Shrayfel Igor Hripkov Gleb Nikishin Ivan |
| author_facet | Marchuk Vladimir Shrayfel Igor Hripkov Gleb Nikishin Ivan |
| author_sort | Marchuk Vladimir |
| collection | DOAJ |
| description | The paper considers methods for calculating the mode of a stationary random process when solving the problem of processing measurement results under conditions of a priori uncertainty. The results of the conducted studies allowed us to conclude that the most effective method for calculating the mode for a given sample is the proposed method, which allows to increase the accuracy of its calculation by at least 8 times, compared to methods based on the construction of histograms. It should be noted that the proposed method allows to provide an estimate with an error of at least 5% for samples with a number of measurements of about 5 value. |
| first_indexed | 2024-12-14T18:33:25Z |
| format | Article |
| id | doaj.art-a51480095b474bb2a00d6676ca9f7cb0 |
| institution | Directory Open Access Journal |
| issn | 2267-1242 |
| language | English |
| last_indexed | 2024-12-14T18:33:25Z |
| publishDate | 2021-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | E3S Web of Conferences |
| spelling | doaj.art-a51480095b474bb2a00d6676ca9f7cb02022-12-21T22:51:43ZengEDP SciencesE3S Web of Conferences2267-12422021-01-012790200410.1051/e3sconf/202127902004e3sconf_eeests2021_02004Comparative analysis of methods for calculating the mode of a stationary random processMarchuk VladimirShrayfel IgorHripkov GlebNikishin IvanThe paper considers methods for calculating the mode of a stationary random process when solving the problem of processing measurement results under conditions of a priori uncertainty. The results of the conducted studies allowed us to conclude that the most effective method for calculating the mode for a given sample is the proposed method, which allows to increase the accuracy of its calculation by at least 8 times, compared to methods based on the construction of histograms. It should be noted that the proposed method allows to provide an estimate with an error of at least 5% for samples with a number of measurements of about 5 value.https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/55/e3sconf_eeests2021_02004.pdf |
| spellingShingle | Marchuk Vladimir Shrayfel Igor Hripkov Gleb Nikishin Ivan Comparative analysis of methods for calculating the mode of a stationary random process E3S Web of Conferences |
| title | Comparative analysis of methods for calculating the mode of a stationary random process |
| title_full | Comparative analysis of methods for calculating the mode of a stationary random process |
| title_fullStr | Comparative analysis of methods for calculating the mode of a stationary random process |
| title_full_unstemmed | Comparative analysis of methods for calculating the mode of a stationary random process |
| title_short | Comparative analysis of methods for calculating the mode of a stationary random process |
| title_sort | comparative analysis of methods for calculating the mode of a stationary random process |
| url | https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/55/e3sconf_eeests2021_02004.pdf |
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