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Unbiased Condition of the Dispersion Effects Estimator in Unreplicated Two-Level Factorial Experiments

Unbiased Condition of the Dispersion Effects Estimator in Unreplicated Two-Level Factorial Experiments
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摘要 This article presents a general form of the estimator for identifying dispersion effects from unreplicated two-level factorial experiments,and shows that the widely used estimators such as the BH,MH,and AMH estimators are all special cases of the proposed one,designated as the G estimator.The unbiased condition of the G estimator is proved,and a lower bound of variance of the G estimator is provided.A simulation based on a realistic design illustrates the variation of the variance and MSE(mean square error) of the G estimator on different coefficients.This estimator may be more flexible and has better performance than other methods such as the BH and MH estimators by appropriately selecting the coefficients.
出处 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2016年第6期1716-1736,共21页 系统科学与复杂性学报(英文版)
基金 supported by the National Natural Science Fund of China under Grant No.61503228 Scientific and Technological Innovation Programs of Higher Education Institutions in Shanxi under Grant No.2015106
关键词 Dispersion effects location-dispersion model unreplicated factorial experiments. 估计方差 色散效应 实验 均方误差 分散效果 识别方法 设计说明
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