Exploratory extreme data analysis for Farmer Mac data
Maximum extreme data exist in many fields. The exploration of the extreme data using exploratory data analysis approaches is still considered new although it’s being introduced four decades ago by Tukey. In this paper, proposition of some modifications of statistical techniques by Tukey focusing on...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Institute for Mathematical Research, Universiti Putra Malaysia
2017
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| Online Access: | http://psasir.upm.edu.my/id/eprint/51694/ http://psasir.upm.edu.my/id/eprint/51694/1/1.%20Qasim%20etal.pdf |
| _version_ | 1848851900996255744 |
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| author | Husain, Qasim Nasir Adam, Mohd Bakri Shitan, Mahendran Fitrianto, Anwar |
| author_facet | Husain, Qasim Nasir Adam, Mohd Bakri Shitan, Mahendran Fitrianto, Anwar |
| author_sort | Husain, Qasim Nasir |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Maximum extreme data exist in many fields. The exploration of the extreme data using exploratory data analysis approaches is still considered new although it’s being introduced four decades ago by Tukey. In this paper, proposition of some modifications of statistical techniques by Tukey focusing on the resistant line and smoothing line with running means methods are introduced. The modified of exploratory extreme data analysis gives comparable findings with the Tukey’s method and applied to extreme data set of Farmer Mac. |
| first_indexed | 2025-11-15T10:29:32Z |
| format | Article |
| id | upm-51694 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T10:29:32Z |
| publishDate | 2017 |
| publisher | Institute for Mathematical Research, Universiti Putra Malaysia |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-516942017-04-27T09:55:36Z http://psasir.upm.edu.my/id/eprint/51694/ Exploratory extreme data analysis for Farmer Mac data Husain, Qasim Nasir Adam, Mohd Bakri Shitan, Mahendran Fitrianto, Anwar Maximum extreme data exist in many fields. The exploration of the extreme data using exploratory data analysis approaches is still considered new although it’s being introduced four decades ago by Tukey. In this paper, proposition of some modifications of statistical techniques by Tukey focusing on the resistant line and smoothing line with running means methods are introduced. The modified of exploratory extreme data analysis gives comparable findings with the Tukey’s method and applied to extreme data set of Farmer Mac. Institute for Mathematical Research, Universiti Putra Malaysia 2017 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/51694/1/1.%20Qasim%20etal.pdf Husain, Qasim Nasir and Adam, Mohd Bakri and Shitan, Mahendran and Fitrianto, Anwar (2017) Exploratory extreme data analysis for Farmer Mac data. Malaysian Journal of Mathematical Sciences, 11 (spec. Feb.). pp. 1-16. ISSN 1823-8343; ESSN: 2289-750X http://einspem.upm.edu.my/journal/fullpaper/vol11sfeb/1.%20Qasim%20etal.pdf |
| spellingShingle | Husain, Qasim Nasir Adam, Mohd Bakri Shitan, Mahendran Fitrianto, Anwar Exploratory extreme data analysis for Farmer Mac data |
| title | Exploratory extreme data analysis for Farmer Mac data |
| title_full | Exploratory extreme data analysis for Farmer Mac data |
| title_fullStr | Exploratory extreme data analysis for Farmer Mac data |
| title_full_unstemmed | Exploratory extreme data analysis for Farmer Mac data |
| title_short | Exploratory extreme data analysis for Farmer Mac data |
| title_sort | exploratory extreme data analysis for farmer mac data |
| url | http://psasir.upm.edu.my/id/eprint/51694/ http://psasir.upm.edu.my/id/eprint/51694/ http://psasir.upm.edu.my/id/eprint/51694/1/1.%20Qasim%20etal.pdf |