New two-way discrete frequency table with application to English Premier League data
A bivariate discrete frequency table, one of the significant exploratory data analysis (EDA) tools, organizes data systematically. The existing frequency table is straightforward, but when the number of elements in the data is large enough, the table can be complicated. In this research, we proposed...
| Main Authors: | , , , , |
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| Format: | Article |
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Taylor Francis
2022
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| _version_ | 1825938686754160640 |
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| author | Mohammed, M. B. Zulkafli, H. S. Ali, N. Olaniran, O. R. Ahmed, H. |
| author_facet | Mohammed, M. B. Zulkafli, H. S. Ali, N. Olaniran, O. R. Ahmed, H. |
| author_sort | Mohammed, M. B. |
| collection | UPM |
| description | A bivariate discrete frequency table, one of the significant exploratory data analysis (EDA) tools, organizes data systematically. The existing frequency table is straightforward, but when the number of elements in the data is large enough, the table can be complicated. In this research, we proposed a new bivariate discrete frequency table by grouping the elements in each variable. The table can be constructed using the R code provided with the article. We described the table using simulations from the bivariate binomial distribution, bivariate Poisson distribution. Real data, obtained from the English Premier League website, is also used to illustrate the new table. The findings indicated that the proposed bivariate frequency table provides a better alternative when the number of elements is substantial and reveals the essential data features. |
| first_indexed | 2024-03-06T11:17:08Z |
| format | Article |
| id | upm.eprints-102312 |
| institution | Universiti Putra Malaysia |
| last_indexed | 2024-03-06T11:17:08Z |
| publishDate | 2022 |
| publisher | Taylor Francis |
| record_format | dspace |
| spelling | upm.eprints-1023122023-07-10T02:02:41Z http://psasir.upm.edu.my/id/eprint/102312/ New two-way discrete frequency table with application to English Premier League data Mohammed, M. B. Zulkafli, H. S. Ali, N. Olaniran, O. R. Ahmed, H. A bivariate discrete frequency table, one of the significant exploratory data analysis (EDA) tools, organizes data systematically. The existing frequency table is straightforward, but when the number of elements in the data is large enough, the table can be complicated. In this research, we proposed a new bivariate discrete frequency table by grouping the elements in each variable. The table can be constructed using the R code provided with the article. We described the table using simulations from the bivariate binomial distribution, bivariate Poisson distribution. Real data, obtained from the English Premier League website, is also used to illustrate the new table. The findings indicated that the proposed bivariate frequency table provides a better alternative when the number of elements is substantial and reveals the essential data features. Taylor Francis 2022-04-24 Article PeerReviewed Mohammed, M. B. and Zulkafli, H. S. and Ali, N. and Olaniran, O. R. and Ahmed, H. (2022) New two-way discrete frequency table with application to English Premier League data. Research in Mathematics, 9 (1). pp. 1-11. ISSN 2765-8449 https://www.tandfonline.com/doi/full/10.1080/27684830.2022.2063538 10.1080/27684830.2022.2063538 |
| spellingShingle | Mohammed, M. B. Zulkafli, H. S. Ali, N. Olaniran, O. R. Ahmed, H. New two-way discrete frequency table with application to English Premier League data |
| title | New two-way discrete frequency table with application to English Premier League data |
| title_full | New two-way discrete frequency table with application to English Premier League data |
| title_fullStr | New two-way discrete frequency table with application to English Premier League data |
| title_full_unstemmed | New two-way discrete frequency table with application to English Premier League data |
| title_short | New two-way discrete frequency table with application to English Premier League data |
| title_sort | new two way discrete frequency table with application to english premier league data |
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