Analysis of missing values in simultaneous linear functional relationship model for circular variables
Circular data is rather special and it cannot be treated just like linear data. Hence, all existing procedures that have been used in treating the missing values in linear data are not longer available for circular data. Imputation methods for missing values data are proposed in the paper. Two diff...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2009
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| Subjects: | |
| Online Access: | http://eprints.um.edu.my/11118/1/Analysis_of_missing_values.pdf |
| _version_ | 1825719967296782336 |
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| author | Hassan, S.F. Zubairi, Y.Z. Hussin, A.G. |
| author_facet | Hassan, S.F. Zubairi, Y.Z. Hussin, A.G. |
| author_sort | Hassan, S.F. |
| collection | UM |
| description | Circular data is rather special and it cannot be treated just like linear data. Hence, all existing procedures that have been used in treating the missing values in linear data are not longer available for circular data. Imputation
methods for missing values data are proposed in the paper. Two different methods namely circular mean by column and sample mean are used. For this study, missing values were tested in parameter estimation for simultaneous linear functional relationship model for circular variables. Via
simulation studies, it shows that the proposed method provide an adequate approach in handling missing values for circular variables. |
| first_indexed | 2024-03-06T05:27:49Z |
| format | Conference or Workshop Item |
| id | um.eprints-11118 |
| institution | Universiti Malaya |
| language | English |
| last_indexed | 2024-03-06T05:27:49Z |
| publishDate | 2009 |
| record_format | dspace |
| spelling | um.eprints-111182015-01-06T03:32:55Z http://eprints.um.edu.my/11118/ Analysis of missing values in simultaneous linear functional relationship model for circular variables Hassan, S.F. Zubairi, Y.Z. Hussin, A.G. AC Collections. Series. Collected works Circular data is rather special and it cannot be treated just like linear data. Hence, all existing procedures that have been used in treating the missing values in linear data are not longer available for circular data. Imputation methods for missing values data are proposed in the paper. Two different methods namely circular mean by column and sample mean are used. For this study, missing values were tested in parameter estimation for simultaneous linear functional relationship model for circular variables. Via simulation studies, it shows that the proposed method provide an adequate approach in handling missing values for circular variables. 2009-12 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.um.edu.my/11118/1/Analysis_of_missing_values.pdf Hassan, S.F. and Zubairi, Y.Z. and Hussin, A.G. (2009) Analysis of missing values in simultaneous linear functional relationship model for circular variables. In: 10th Islamic Countries Conference on Statistical Sciences, 20-23 Dec 2009, Cairo, Egypt. (Submitted) |
| spellingShingle | AC Collections. Series. Collected works Hassan, S.F. Zubairi, Y.Z. Hussin, A.G. Analysis of missing values in simultaneous linear functional relationship model for circular variables |
| title | Analysis of missing values in simultaneous linear
functional relationship model for circular variables |
| title_full | Analysis of missing values in simultaneous linear
functional relationship model for circular variables |
| title_fullStr | Analysis of missing values in simultaneous linear
functional relationship model for circular variables |
| title_full_unstemmed | Analysis of missing values in simultaneous linear
functional relationship model for circular variables |
| title_short | Analysis of missing values in simultaneous linear
functional relationship model for circular variables |
| title_sort | analysis of missing values in simultaneous linear functional relationship model for circular variables |
| topic | AC Collections. Series. Collected works |
| url | http://eprints.um.edu.my/11118/1/Analysis_of_missing_values.pdf |
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