Solving the statistical test selection problem in hypothesis testing / Foo Kien-Kheng... [et al.]
Hypothesis testing is widely regarded as a valuable tool for data analysis but it is conceptually difficult to understand and even more difficult to carry out the procedure. Even so, interpretation of the results is often littered with mistakes and misuses. This paper proposes an approach through t...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Universiti Teknologi MARA, Negeri Sembilan
2016
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| Online Access: | https://ir.uitm.edu.my/id/eprint/29278/1/29278.pdf |
| _version_ | 1796902813228335104 |
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| author | Kien-Kheng,, Foo Azlan, Nuralina Idris, Noraini Ahmad, Siti Noor Dina |
| author_facet | Kien-Kheng,, Foo Azlan, Nuralina Idris, Noraini Ahmad, Siti Noor Dina |
| author_sort | Kien-Kheng,, Foo |
| collection | UITM |
| description | Hypothesis testing is widely regarded as a valuable tool for data analysis but it is conceptually difficult to understand and even more difficult to carry out the procedure.
Even so, interpretation of the results is often littered with mistakes and misuses. This paper proposes an approach through the use of STestMAP. It is a tool resembling a concept map designed to assist researchers in identifying relevant univariate statistical tests to match their research objectives. An earlier study in the efficacy of this approach as a tool to acquire selection skills has shown STestMAP provides a flexible structure in assisting users to successfully identify the statistical test but further research is needed to confirm the usefulness of STestMAP. |
| first_indexed | 2024-03-06T02:10:47Z |
| format | Article |
| id | uitm.eprints-9278 |
| institution | Universiti Teknologi MARA |
| language | English |
| last_indexed | 2024-03-06T02:10:47Z |
| publishDate | 2016 |
| publisher | Universiti Teknologi MARA, Negeri Sembilan |
| record_format | dspace |
| spelling | uitm.eprints-92782020-04-07T19:27:36Z https://ir.uitm.edu.my/id/eprint/29278/ Solving the statistical test selection problem in hypothesis testing / Foo Kien-Kheng... [et al.] joa Kien-Kheng,, Foo Azlan, Nuralina Idris, Noraini Ahmad, Siti Noor Dina Statistical data Surveys. Sampling. Statistical survey methodology Analysis Hypothesis testing is widely regarded as a valuable tool for data analysis but it is conceptually difficult to understand and even more difficult to carry out the procedure. Even so, interpretation of the results is often littered with mistakes and misuses. This paper proposes an approach through the use of STestMAP. It is a tool resembling a concept map designed to assist researchers in identifying relevant univariate statistical tests to match their research objectives. An earlier study in the efficacy of this approach as a tool to acquire selection skills has shown STestMAP provides a flexible structure in assisting users to successfully identify the statistical test but further research is needed to confirm the usefulness of STestMAP. Universiti Teknologi MARA, Negeri Sembilan 2016 Article PeerReviewed text en https://ir.uitm.edu.my/id/eprint/29278/1/29278.pdf Solving the statistical test selection problem in hypothesis testing / Foo Kien-Kheng... [et al.]. (2016) Journal of Academia <https://ir.uitm.edu.my/view/publication/Journal_of_Academia/>, 4 (1). pp. 12-20. ISSN 2289-6368 https://nsembilan.uitm.edu.my/joacns/ |
| spellingShingle | Statistical data Surveys. Sampling. Statistical survey methodology Analysis Kien-Kheng,, Foo Azlan, Nuralina Idris, Noraini Ahmad, Siti Noor Dina Solving the statistical test selection problem in hypothesis testing / Foo Kien-Kheng... [et al.] |
| title | Solving the statistical test selection problem in hypothesis testing / Foo Kien-Kheng... [et al.] |
| title_full | Solving the statistical test selection problem in hypothesis testing / Foo Kien-Kheng... [et al.] |
| title_fullStr | Solving the statistical test selection problem in hypothesis testing / Foo Kien-Kheng... [et al.] |
| title_full_unstemmed | Solving the statistical test selection problem in hypothesis testing / Foo Kien-Kheng... [et al.] |
| title_short | Solving the statistical test selection problem in hypothesis testing / Foo Kien-Kheng... [et al.] |
| title_sort | solving the statistical test selection problem in hypothesis testing foo kien kheng et al |
| topic | Statistical data Surveys. Sampling. Statistical survey methodology Analysis |
| url | https://ir.uitm.edu.my/id/eprint/29278/1/29278.pdf |
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