Bayesian sampling plans for type I censored data with an early decision rule

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Title:	Bayesian sampling plans for type I censored data with an early decision rule
Other Titles:	型一設限貝氏抽樣計畫之提前決策規則
Authors:	周玟菁;Chou, Wen-ching
Contributors:	淡江大學統計學系碩士班蔡宗儒;Tsai, Tzong-ru
Keywords:	貝氏風險;指數分配;損失函數;抽樣計畫;型一設限;Bayes risk;Exponential distribution;Loss function;Sampling plan;Type I censoring
Date:	2009
Issue Date:	2010-01-11 04:35:59 (UTC+8)
Abstract:	本論文對型一設限指數分配壽命資料建立貝氏抽樣計畫之提前決策規則。本提前決策規則有助於決策者在設限時間之前尋找到最佳的貝氏決策。文中並提供一個執行提前貝氏決策的演算法。我們舉出兩個實例說明所建議方法之應用，並在模擬研究下利用數值分析的方法來評估所提出的提前決策規則之績效。數值結果指出，本文建議的方法很容易使用，並可有效地在型一設限資料下的貝氏抽樣計畫中達到提前決策。表單編號：ATRX-Q03-001-FM030-01 The thesis introduces an early decision rule to the design of Bayesian sampling plans for the exponential distribution with type I censoring. Using the proposed early decision rule, a Bayesian decision could be reached before the censoring time. An algorithm for implementing an early Bayesian decision is provided. Two examples are used for illustrating the proposed method. An intensive simulation study is conducted, and performance of the proposed early decision rule is evaluated numerically. Numerical results show that the proposed method is easy to operate and helps to reach an early decision for typical Bayesian sampling plans with type I censoring. 表單編號：ATRX-Q03-001-FM031-01
Appears in Collections:	[Graduate Institute & Department of Statistics] Thesis

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