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研究生: 卓煌峻
Jhuo, Huang-Jyun
論文名稱: 加速壽命試驗之批次依序設計策略比較
Comparison of Different Strategies of Batch Sequential Design for Accelerated Life Tests
指導教授: 李宜真
Lee, I-Chen
學位類別: 碩士
Master
系所名稱: 管理學院 - 統計學系
Department of Statistics
論文出版年: 2021
畢業學年度: 109
語文別: 中文
論文頁數: 37
中文關鍵詞: 加速壽命試驗貝氏依序設計批次依序設計最佳設計C-optimalityD-optimalityDual objectives
外文關鍵詞: Accelerated life test, Bayesian sequential design, Dual objectives, C-optimality, D-optimality
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  • 摘要 i 英文延伸摘要 ii 誌謝 xiii 目錄 xv 表目錄 xvii 圖目錄 xviii 第一章緒論 1 1.1 研究背景與動機 1 1.2 文獻回顧 2 1.3 概述 4 第二章加速壽命試驗 5 2.1 加速壽命模型 5 2.2 最大概似估計 6 2.3 漸近變異數 6 2.4 標準化及重新參數化 7 2.5 設計準則 9 第三章研究方法11 3.1 批次依序設計框架 11 . 3.1.1 批次C-optimality 依序準則 12 . 3.1.2 其他準則之批次依序設計 13 3.2 先驗資訊 14 3.3 設限型態對批次依序試驗的影響 15 3.4 背景設定與程序 17 第四章批次依序試驗設定與模擬比較結果 20 4.1 先驗分配與模擬衡量準則 20 . 4.1.1 先驗分配設定 20 . 4.1.2 衡量指標 21 4.2 C-optimality 準則下的比較 22 4.3 其他準則的比較 26 . 4.3.1 批次策略在準則:D-opt 與型一設限下的討論 26 . 4.3.2 批次策略在準則:Dual objectives 與型一設限下的討論 26 4.4 先驗分配的比較 30 . 4.4.1 不同先驗分配對C-optimality 準則的比較 30 . 4.4.2 不同先驗分配對D-optimality 準則的比較 31 第 五章 結論與未來方向 33 參考文獻 35 Appendix A 應力點配置 36

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