Weighted Moments Estimators of the Parameters for the Extreme Value Distribution Based on the Multiply Type II Censored Sample
We propose the weighted moments estimators (WMEs) of the location and scale parameters for the extreme value distribution based on the multiply type II censored sample. Simulated mean squared errors (MSEs) of best linear unbiased estimator (BLUE) and exact MSEs of WMEs are compared to study the beha...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2013-01-01
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| Series: | The Scientific World Journal |
| Online Access: | http://dx.doi.org/10.1155/2013/281624 |
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| _version_ | 1832565211032190976 |
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| author | Jong-Wuu Wu Sheau-Chiann Chen Wen-Chuan Lee Heng-Yi Lai |
| author_facet | Jong-Wuu Wu Sheau-Chiann Chen Wen-Chuan Lee Heng-Yi Lai |
| author_sort | Jong-Wuu Wu |
| collection | DOAJ |
| description | We propose the weighted moments estimators (WMEs) of the location and scale parameters for the extreme value distribution based on the multiply type II censored sample. Simulated mean squared errors (MSEs) of best linear unbiased estimator (BLUE) and exact MSEs of WMEs are compared to study the behavior of different estimation methods. The results show the best estimator among the WMEs and BLUE under different combinations of censoring schemes. |
| format | Article |
| id | doaj-art-0633029bfe134cf1af7eced9c64ba992 |
| institution | Kabale University |
| issn | 1537-744X |
| language | English |
| publishDate | 2013-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | The Scientific World Journal |
| spelling | doaj-art-0633029bfe134cf1af7eced9c64ba9922025-02-03T01:08:55ZengWileyThe Scientific World Journal1537-744X2013-01-01201310.1155/2013/281624281624Weighted Moments Estimators of the Parameters for the Extreme Value Distribution Based on the Multiply Type II Censored SampleJong-Wuu Wu0Sheau-Chiann Chen1Wen-Chuan Lee2Heng-Yi Lai3Department of Applied Mathematics, National Chiayi University, Chiayi, TaiwanDepartment of Applied Mathematics, National Chiayi University, Chiayi, TaiwanDepartment of International Business, Chang Jung Christian University, Tainan 71101, TaiwanDepartment of Applied Mathematics, National Chiayi University, Chiayi, TaiwanWe propose the weighted moments estimators (WMEs) of the location and scale parameters for the extreme value distribution based on the multiply type II censored sample. Simulated mean squared errors (MSEs) of best linear unbiased estimator (BLUE) and exact MSEs of WMEs are compared to study the behavior of different estimation methods. The results show the best estimator among the WMEs and BLUE under different combinations of censoring schemes.http://dx.doi.org/10.1155/2013/281624 |
| spellingShingle | Jong-Wuu Wu Sheau-Chiann Chen Wen-Chuan Lee Heng-Yi Lai Weighted Moments Estimators of the Parameters for the Extreme Value Distribution Based on the Multiply Type II Censored Sample The Scientific World Journal |
| title | Weighted Moments Estimators of the Parameters for the Extreme Value Distribution Based on the Multiply Type II Censored Sample |
| title_full | Weighted Moments Estimators of the Parameters for the Extreme Value Distribution Based on the Multiply Type II Censored Sample |
| title_fullStr | Weighted Moments Estimators of the Parameters for the Extreme Value Distribution Based on the Multiply Type II Censored Sample |
| title_full_unstemmed | Weighted Moments Estimators of the Parameters for the Extreme Value Distribution Based on the Multiply Type II Censored Sample |
| title_short | Weighted Moments Estimators of the Parameters for the Extreme Value Distribution Based on the Multiply Type II Censored Sample |
| title_sort | weighted moments estimators of the parameters for the extreme value distribution based on the multiply type ii censored sample |
| url | http://dx.doi.org/10.1155/2013/281624 |
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