| 研究生: |
莊政霖 Chuang, Cheng-Lin |
|---|---|
| 論文名稱: |
在循序之型Ⅱ及型Ⅲ設限試驗下指數分配之存活函數估計量之研究 The Study on the Estimator of Survivor Function for Exponential Distribution under Progressive TypeⅡ and Type Ⅲ Censoring |
| 指導教授: |
黃文典
Hwang, Wen-Dean |
| 學位類別: |
碩士 Master |
| 系所名稱: |
理學院 - 數學系應用數學碩博士班 Department of Mathematics |
| 論文出版年: | 2003 |
| 畢業學年度: | 91 |
| 語文別: | 英文 |
| 論文頁數: | 43 |
| 外文關鍵詞: | TypeⅡCensoring, Type Ⅲ Censoring |
| 相關次數: | 點閱:68 下載:1 |
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The lifetimes of random variables are assumed to be independent identically distributed and have a one-parameter exponential distribution. The survivor function can be estimated by the maximum likelihood estimator (MLE) and the Bayes estimator under the conjugate prior distribution when the experiment is in the Type II censoring with finite replacement and Type III censoring. In this study, we derive the MLE and the Bayes estimator when the survivor function extend to the progressive Type II and Type III censoring in k-stage for non-changing failure rate. Then we calculate the approximate formula of the bias, varivance and mean square error(MSE) for the MLE and the Bayes estimator. The comparison of the MLE and the Bayes estimator are investigated based on the MSE criterion. Finally, we discuss the efficiency of the progressive Type II censoring.
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