On the estimation of three parameters lognormal distribution based on fuzzy life time data
Countless statistical tools are available to extract information from data. Life time modeling is considered as one of the most prominent fields of statistics, which is evident from the developments made in this field in the last few decades. Almost every statistic for life time analysis is based on...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Penerbit Universiti Kebangsaan Malaysia
2016
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| Online Access: | http://journalarticle.ukm.my/10399/ http://journalarticle.ukm.my/10399/1/25%20Muhammad%20Shafiq.pdf |
| _version_ | 1848812376765235200 |
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| author | Shafiq, Muhammad Alamgir, Atif, Muhammad |
| author_facet | Shafiq, Muhammad Alamgir, Atif, Muhammad |
| author_sort | Shafiq, Muhammad |
| building | UKM Institutional Repository |
| collection | Online Access |
| description | Countless statistical tools are available to extract information from data. Life time modeling is considered as one of the most prominent fields of statistics, which is evident from the developments made in this field in the last few decades. Almost every statistic for life time analysis is based on precise life time observations, however, life time is not a precise measurement but more or less fuzzy. Therefore, in addition to classical statistical tools, fuzzy number approaches to describe life time data are more suitable. In order to incorporate fuzziness of the observations, fuzzy estimators for the three parameter lognormal distribution were suggested. The proposed estimators cover stochastic variation as well as fuzziness of the observations. |
| first_indexed | 2025-11-15T00:01:19Z |
| format | Article |
| id | oai:generic.eprints.org:10399 |
| institution | Universiti Kebangasaan Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T00:01:19Z |
| publishDate | 2016 |
| publisher | Penerbit Universiti Kebangsaan Malaysia |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:generic.eprints.org:103992017-05-22T00:18:04Z http://journalarticle.ukm.my/10399/ On the estimation of three parameters lognormal distribution based on fuzzy life time data Shafiq, Muhammad Alamgir, Atif, Muhammad Countless statistical tools are available to extract information from data. Life time modeling is considered as one of the most prominent fields of statistics, which is evident from the developments made in this field in the last few decades. Almost every statistic for life time analysis is based on precise life time observations, however, life time is not a precise measurement but more or less fuzzy. Therefore, in addition to classical statistical tools, fuzzy number approaches to describe life time data are more suitable. In order to incorporate fuzziness of the observations, fuzzy estimators for the three parameter lognormal distribution were suggested. The proposed estimators cover stochastic variation as well as fuzziness of the observations. Penerbit Universiti Kebangsaan Malaysia 2016-11 Article PeerReviewed application/pdf en http://journalarticle.ukm.my/10399/1/25%20Muhammad%20Shafiq.pdf Shafiq, Muhammad and Alamgir, and Atif, Muhammad (2016) On the estimation of three parameters lognormal distribution based on fuzzy life time data. Sains Malaysiana, 45 (11). pp. 1773-1777. ISSN 0126-6039 http://www.ukm.my/jsm/english_journals/vol45num11_2016/contentsVol45num11_2016.html |
| spellingShingle | Shafiq, Muhammad Alamgir, Atif, Muhammad On the estimation of three parameters lognormal distribution based on fuzzy life time data |
| title | On the estimation of three parameters lognormal distribution
based on fuzzy life time data |
| title_full | On the estimation of three parameters lognormal distribution
based on fuzzy life time data |
| title_fullStr | On the estimation of three parameters lognormal distribution
based on fuzzy life time data |
| title_full_unstemmed | On the estimation of three parameters lognormal distribution
based on fuzzy life time data |
| title_short | On the estimation of three parameters lognormal distribution
based on fuzzy life time data |
| title_sort | on the estimation of three parameters lognormal distribution
based on fuzzy life time data |
| url | http://journalarticle.ukm.my/10399/ http://journalarticle.ukm.my/10399/ http://journalarticle.ukm.my/10399/1/25%20Muhammad%20Shafiq.pdf |