A Modification of Box-Cox Transformation
Data screening is the most important technique to check the nature of the data. One of the methods to screen the data is the transformation method. There are a lot of transformations but the famous one is the Box-Cox Transformation. The purpose of this study is to find the alternative way of transfo...
| Main Authors: | , , |
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| Format: | Article |
| Language: | Indonesian |
| Published: |
Universitas Islam Bandung
2014-10-01
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| Series: | Statistika |
| Online Access: | http://ejournal.unisba.ac.id/index.php/statistika/article/view/952 |
| _version_ | 1818476935024476160 |
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| author | Wan Muhamad Amir Bin W Ahmad Nyi Nyi Naing Mohd Tengku Ariff Raja Hussein |
| author_facet | Wan Muhamad Amir Bin W Ahmad Nyi Nyi Naing Mohd Tengku Ariff Raja Hussein |
| author_sort | Wan Muhamad Amir Bin W Ahmad |
| collection | DOAJ |
| description | Data screening is the most important technique to check the nature of the data. One of the methods
to screen the data is the transformation method. There are a lot of transformations but the famous
one is the Box-Cox Transformation. The purpose of this study is to find the alternative way of
transformation by making some modification of the original Box-Cox formula. As we know, the Box-
Cox transformation method only transform the data if and only if the data in a positive values. If the
values in the analysis are negative, the formula of the Box-Cox cannot be used. This problem always
occur when the researcher want to transform the data which the values is negative. In this
methodology section, we will build an alternative method to solve the problem if the data in the study
are negative. |
| first_indexed | 2024-12-10T09:31:41Z |
| format | Article |
| id | doaj.art-3174f1f81ec349ccb14c79ed7c5b5154 |
| institution | Directory Open Access Journal |
| issn | 1411-5891 |
| language | Indonesian |
| last_indexed | 2024-12-10T09:31:41Z |
| publishDate | 2014-10-01 |
| publisher | Universitas Islam Bandung |
| record_format | Article |
| series | Statistika |
| spelling | doaj.art-3174f1f81ec349ccb14c79ed7c5b51542022-12-22T01:54:20ZindUniversitas Islam BandungStatistika1411-58912014-10-0171746A Modification of Box-Cox TransformationWan Muhamad Amir Bin W AhmadNyi Nyi NaingMohd Tengku Ariff Raja HusseinData screening is the most important technique to check the nature of the data. One of the methods to screen the data is the transformation method. There are a lot of transformations but the famous one is the Box-Cox Transformation. The purpose of this study is to find the alternative way of transformation by making some modification of the original Box-Cox formula. As we know, the Box- Cox transformation method only transform the data if and only if the data in a positive values. If the values in the analysis are negative, the formula of the Box-Cox cannot be used. This problem always occur when the researcher want to transform the data which the values is negative. In this methodology section, we will build an alternative method to solve the problem if the data in the study are negative.http://ejournal.unisba.ac.id/index.php/statistika/article/view/952 |
| spellingShingle | Wan Muhamad Amir Bin W Ahmad Nyi Nyi Naing Mohd Tengku Ariff Raja Hussein A Modification of Box-Cox Transformation Statistika |
| title | A Modification of Box-Cox Transformation |
| title_full | A Modification of Box-Cox Transformation |
| title_fullStr | A Modification of Box-Cox Transformation |
| title_full_unstemmed | A Modification of Box-Cox Transformation |
| title_short | A Modification of Box-Cox Transformation |
| title_sort | modification of box cox transformation |
| url | http://ejournal.unisba.ac.id/index.php/statistika/article/view/952 |
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