Semi-parametric of sample selection model using fuzzy concepts
The sample selection model has been studied in the context of semi-parametric methods. With the deficiencies of the parametric model, such as inconsistent estimators, semi-parametric estimation methods provide better alternatives. This article focuses on the context of fuzzy concepts as a hybrid t...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
2009
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/22691/ http://irep.iium.edu.my/22691/1/AOMT_Semi-parametric_of_Sample_Selection_model_Fuzzy__concepts.pdf |
| _version_ | 1848779047737229312 |
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| author | Safiih, L. Muhamad Kamil, A. A. Md. Tap, Abu Osman |
| author_facet | Safiih, L. Muhamad Kamil, A. A. Md. Tap, Abu Osman |
| author_sort | Safiih, L. Muhamad |
| building | IIUM Repository |
| collection | Online Access |
| description | The sample selection model has been studied in the context of semi-parametric methods. With the
deficiencies of the parametric model, such as inconsistent estimators, semi-parametric estimation methods
provide better alternatives. This article focuses on the context of fuzzy concepts as a hybrid to the semiparametric
sample selection model. The better approach when confronted with uncertainty and ambiguity
is to use the tools provided by the theory of fuzzy sets, which are appropriate for modeling vague
concepts. A fuzzy membership function for solving uncertainty data of a semi-parametric sample
selection model is introduced as a solution to the problem. |
| first_indexed | 2025-11-14T15:11:34Z |
| format | Article |
| id | iium-22691 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:11:34Z |
| publishDate | 2009 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-226912012-03-20T06:02:15Z http://irep.iium.edu.my/22691/ Semi-parametric of sample selection model using fuzzy concepts Safiih, L. Muhamad Kamil, A. A. Md. Tap, Abu Osman T Technology (General) The sample selection model has been studied in the context of semi-parametric methods. With the deficiencies of the parametric model, such as inconsistent estimators, semi-parametric estimation methods provide better alternatives. This article focuses on the context of fuzzy concepts as a hybrid to the semiparametric sample selection model. The better approach when confronted with uncertainty and ambiguity is to use the tools provided by the theory of fuzzy sets, which are appropriate for modeling vague concepts. A fuzzy membership function for solving uncertainty data of a semi-parametric sample selection model is introduced as a solution to the problem. 2009 Article PeerReviewed application/pdf en http://irep.iium.edu.my/22691/1/AOMT_Semi-parametric_of_Sample_Selection_model_Fuzzy__concepts.pdf Safiih, L. Muhamad and Kamil, A. A. and Md. Tap, Abu Osman (2009) Semi-parametric of sample selection model using fuzzy concepts. Journal of Modern Applied Statistical Methods, 8 (2). pp. 1-13. ISSN 1538 – 9472 |
| spellingShingle | T Technology (General) Safiih, L. Muhamad Kamil, A. A. Md. Tap, Abu Osman Semi-parametric of sample selection model using fuzzy concepts |
| title | Semi-parametric of sample selection model using fuzzy concepts |
| title_full | Semi-parametric of sample selection model using fuzzy concepts |
| title_fullStr | Semi-parametric of sample selection model using fuzzy concepts |
| title_full_unstemmed | Semi-parametric of sample selection model using fuzzy concepts |
| title_short | Semi-parametric of sample selection model using fuzzy concepts |
| title_sort | semi-parametric of sample selection model using fuzzy concepts |
| topic | T Technology (General) |
| url | http://irep.iium.edu.my/22691/ http://irep.iium.edu.my/22691/1/AOMT_Semi-parametric_of_Sample_Selection_model_Fuzzy__concepts.pdf |