A complex linear regression model
This paper gives a comprehensive discussion on complex regression model by extending the idea of regression model to circular variables. Various aspect have been considered such as the biasness of parameters, error assumptions and model checking. The advantage of this approach is that it allows the...
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| Format: | Article |
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Penerbit Universiti Kebangsaan Malaysia
2010
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| author | Hussin, A.G. Abdullah, N.A. Mohamed, I. |
| author_facet | Hussin, A.G. Abdullah, N.A. Mohamed, I. |
| author_sort | Hussin, A.G. |
| collection | UM |
| description | This paper gives a comprehensive discussion on complex regression model by extending the idea of regression model to circular variables. Various aspect have been considered such as the biasness of parameters, error assumptions and model checking. The advantage of this approach is that it allows the use of usual technique available in ordinary linear regression for the regression of circular variables. The quality of the estimates and the feasibility of the approach were illustrated via simulation. The model was then applied to the wave direction data. |
| first_indexed | 2024-03-06T05:35:46Z |
| format | Article |
| id | um.eprints-14181 |
| institution | Universiti Malaya |
| last_indexed | 2024-03-06T05:35:46Z |
| publishDate | 2010 |
| publisher | Penerbit Universiti Kebangsaan Malaysia |
| record_format | dspace |
| spelling | um.eprints-141812019-03-19T09:01:22Z http://eprints.um.edu.my/14181/ A complex linear regression model Hussin, A.G. Abdullah, N.A. Mohamed, I. Q Science (General) This paper gives a comprehensive discussion on complex regression model by extending the idea of regression model to circular variables. Various aspect have been considered such as the biasness of parameters, error assumptions and model checking. The advantage of this approach is that it allows the use of usual technique available in ordinary linear regression for the regression of circular variables. The quality of the estimates and the feasibility of the approach were illustrated via simulation. The model was then applied to the wave direction data. Penerbit Universiti Kebangsaan Malaysia 2010 Article PeerReviewed Hussin, A.G. and Abdullah, N.A. and Mohamed, I. (2010) A complex linear regression model. Sains Malaysiana, 39 (3). pp. 491-494. ISSN 0126-6039, |
| spellingShingle | Q Science (General) Hussin, A.G. Abdullah, N.A. Mohamed, I. A complex linear regression model |
| title | A complex linear regression model |
| title_full | A complex linear regression model |
| title_fullStr | A complex linear regression model |
| title_full_unstemmed | A complex linear regression model |
| title_short | A complex linear regression model |
| title_sort | complex linear regression model |
| topic | Q Science (General) |
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