Optimum design of experiments for statistical inference

Steven G. Gilmour; Luzia A. Trinca

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Optimum design of experiments for statistical inference

机译：统计推断的实验优化设计

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Purpose: To define modified optimality criteria which correctly reflect the utility of designs with respect to some common types of inference and do not have the demerits of D- and A-optimality criteria. Summary: In design of experiments, variance-based optimality criteria are commonly used, since they are readily available in software and have useful interpretations in relation to the statistical analysis of the design outcome. Multiple objectives can be met through the use of compound criteria which are now becoming popular. Fractional factorial and response surface designs are widely used for experiments in food industry, but the relatively large run-to-run variation that is caused by the use of biological materials.

机译：目的：定义修改后的最优性标准，以相对于一些常见的推断类型正确反映设计的效用，并且不具有D-和A-最优性标准的缺点。简介：在实验设计中，通常使用基于方差的最优标准，因为它们很容易在软件中获得，并且对设计结果的统计分析具有有用的解释。通过使用复合标准，可以实现多个目标，复合标准现已变得越来越流行。分数阶乘和响应曲面设计被广泛用于食品工业中的实验，但是由于使用生物材料而导致的较大的运行间差异。

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《Quality Control and Applied Statistics》 |2013年第3期|共2页
作者
Steven G. Gilmour; Luzia A. Trinca;
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1. Optimum design of experiments for statistical inference [J] . Steven G. Gilmour, Luzia A. Trinca Quality Control and Applied Statistics . 2013,第3期

机译：统计推断的实验优化设计
2. Special issue in Honour of Junjiro Ogawa (1915-2000): Design of experiments, multivariate analysis and statistical inferences - Foreword [J] . Srivastava J Journal of Statistical Planning and Inference . 2008,第11期

机译：纪念小川纯二郎（1915-2000）的特刊：实验设计，多元分析和统计推断-前言
3. Special issue in Honour of Junjiro Ogawa (1915-2000): Design of experiments, multivariate analysis and statistical inferences - Preface [J] . Hayakawa T, Kageyama S, Puri ML Journal of Statistical Planning and Inference . 2008,第11期

机译：纪念小川纯二郎（1915-2000）的特刊：实验设计，多元分析和统计推断-前言
4. Design of Experiments in Computational Intelligence: On the Use of Statistical Inference [C] . Salvador Garcia, Francisco Herrera Hybrid Artificial Intelligent Systems . 2008

机译：计算智能实验设计：关于统计推断的使用
5. Rapid Enrollment Design for Finding the Optimal Dose in Immunotherapy Trials with Ordered Groups and Optimal Design of Experiments with Observation Censoring Driven by Random Enrollment [D] . Xue, Xiaoqiang 2019

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6. Optimal design of gene knockout experiments for gene regulatory network inference [O] . S. M. Minhaz Ud-Dean, Rudiyanto Gunawan -1

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7. Optimum design of experiments for statistical inference [O] . Steven G. Gilmour, Luzia A. Trinca 2012

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8. Statistical design and analysis of optimum seeking experiments to develop a gamma-prime strengthened cobalt-nickel base alloy [R] . Holms, A. G., Sandrock, G. D. 1969

机译：最佳寻找实验的统计设计和分析，以开发γ-强化钴镍基合金

Optimum design of experiments for statistical inference

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