Assessment of acceptance sampling plans using posterior distribution for a dependent process

A. Erhan Mergen; Z. Seyda Deligonul

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Assessment of acceptance sampling plans using posterior distribution for a dependent process

机译：使用后验过程对相关过程进行验收抽样计划评估

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摘要

In this study, performance of single acceptance sampling plans by attribute is investigated by using the distribution of fraction nonconformance (i.e. lot quality distribution) for a dependent production process. It is the aim of this study to demonstrate that, in order to emphasize consumer risk (i.e. the risk of accepting a bad lot), it is better to evaluate a sampling plan based upon its performance as assessed by the posterior distribution of fractions nonconforming in accepted lots. Similarly, it is the desired posterior distribution that sets the basis for designing a sampling plan. The prior distribution used in this study is derived from a Markovian model of dependence.

机译：在这项研究中，通过使用依存生产过程的不合格分数分布（即批次质量分布）来研究按属性进行的单个验收抽样计划的绩效。这项研究的目的是证明，为了强调消费者风险（即，接受不良品的风险），最好根据抽样计划的绩效来评估抽样方案，该绩效由不合格品的后验分布来评估。接受很多。同样，正是所需的后验分布为设计采样计划奠定了基础。在这项研究中使用的先验分布是从依赖的马尔可夫模型得出的。

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来源
《Journal of applied statistics》 |2010年第2期|299-307|共9页
作者
A. Erhan Mergen; Z. Seyda Deligonul;
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作者单位

Saunders College of Business, Rochester Institute of Technology, 107 Lomb Memorial Drive, Rochester, NY 14623-5608, USA;

Bittner School of Business, St. John Fisher College, Rochester, NY 14618, USA;

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原文格式 PDF
正文语种 eng
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关键词
acceptance sampling; dependent production processes; lot quality distribution; posterior distribution; mean squared nonconformance;

机译：验收抽样;依赖的生产过程;批量质量分配;后部分布;均方不合格;

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专利

1. Optimal designing of skip-lot sampling plan of type SkSP-2 with group acceptance sampling plan as reference plan under Burr-type Ⅻ distribution [J] . Muhammad Aslam, Saminathan Balamurali Chi-Hyuck Jun, Mujahid Rasool Journal of statistical computation and simulation . 2013,第1a3期

机译：BurrⅫ分布下以小组验收抽样方案为参考方案的SkSP-2型跳水抽样方案的优化设计
2. Optimal designing of skip-lot sampling plan of type SkSP-2 with group acceptance sampling plan as reference plan under Burr-type Ⅻ distribution [J] . Muhammad Aslam, Saminathan Balamurali, Chi-Hyuck Jun, Journal of statistical computation and simulation . 2013,第1a3期

机译：BurrⅫ分布下以小组验收抽样方案为参考方案的SkSP-2型跳水抽样方案的优化设计
3. Process-targeting model for a product with two dependent quality characteristics using acceptance sampling plans [J] . S.O. Duffuaa, U.M. Al-Turki, A.A. Kolus International Journal of Production Research . 2009,第14期

机译：使用验收抽样计划的具有两个相关质量特征的产品的过程目标模型
4. ACCEPTANCE SAMPLING PLANS BASED ON FAILURE-CENSORED STEP-STRESS ACCELERATED TESTS FOR WEIBULL DISTRIBUTIONS' [C] . SANG WOOK CHUNG, YOUNG SUNG SEO, WON YOUNG YUN Asian International Workshop on Advanced Reliability Modeling(AIWARM 2004); 20040826-27; Hiroshima(JP) . 2004

机译：基于故障补偿的逐步应力加速试验的威布尔分布验收计划
5. Computer-aided acceptance planning: Generating quality acceptance parameters and stratified sampling plans through neural network learning ability and CAD modeling. [D] . Hsie, Machine. 1994

机译：计算机辅助验收计划：通过神经网络学习能力和CAD建模生成质量验收参数和分层抽样计划。
6. Enhanced Sampling in Free Energy Calculations: Combining SGLD with the Bennett’s Acceptance Ratio and Enveloping Distribution Sampling Methods [O] . Gerhard Konig, Benjamin T. Miller, Stefan Boresch, -1

机译：增强的采样中的自由能计算：结合sGLD与贝内特的接受率和包络分布抽样方法
7. Assessment of Acceptance Sampling Plans Using Posterior Distribution for a Dependent Process [O] . Mergen A. Erhan, Deligonul Z. Seyda 2010

机译：使用后验分布对依赖过程的验收抽样计划的评估
8. Reliability Acceptance Sampling Plans Based upon Prior Distribution. Volume III. Implications and Determination of the Prior Distribution. [R] . Goel, A. L., Joglekar, A. M. 1976

机译：基于先验分布的可靠性验收抽样方案。第三卷。先验分配的含义和确定。

Assessment of acceptance sampling plans using posterior distribution for a dependent process

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