Document Details
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Document Type |
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Project |
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Document Title |
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Estimation and prediction using record values from Logistic Model تقديرات وتنبؤات بييز باستخدام القيم المسجلة من |
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Subject |
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Estimation and prediction using record values from Logistic Model |
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Document Language |
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Arabic |
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Abstract |
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The main object of this project is to study and describe the using of the record values arising from Logistic model, to make some statistical inference ( estimation and prediction ) for this model.
• The problem of estimating the parameters and some lifetime parameters (Reliability and Hazard functions) are considered.
• The Bayes estimators are obtained using both the symmetric (squared error) loss function, and the asymmetric (Linear-Exponential (LINEX) ) loss function.
• The statistical performances of the Bayes estimates have been compared to each others and to those of the maximum likelihood ones using Monte Carlo simulation study.
• We describe a method for using record values to construct prediction bounds or intervals for the future records.
• Finally, some numerical examples using real data sets are given to illustrate the application of the results.
• The expected results of this project are very useful in a variety of applications, Such as population growth, Bioassay, medical diagnosis and public health. |
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Publishing Year |
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1428 AH
2007 AD |
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Added Date |
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Saturday, July 10, 2010 |
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Researchers
| فهد محمد العبود | Al Aboud, Fahad Mohammed | Investigator | Doctorate | |
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